ALEXIS REAL SANTILLÁN

Forward Deployed Engineer & Principal Cloud/AI Architect | SRE, Seguridad & Compliance

> FECHA: SEPTIEMBRE 2026
[ DATOS DE CONTACTO ]
Nombre Completo: Juan Ernesto Alexis Real Santillán
Email: alexisreal@gmail.com
Ubicación: Morelia, Michoacán, México
LinkedIn: linkedin.com/in/alexis-real-santillan-6ba4265b
GitHub: github.com/alexisreal
US Visa: B1/B2 (Vigente)
Nacionalidad: Mexicana
[ RESUMEN ]
Arquitecto Principal de Software y Cloud con más de 15 años diseñando infraestructuras de misión crítica y sistemas de alta disponibilidad. Especialista en modernización tecnológica, seguridad de grado bancario (CNBV FAC4) y cumplimiento en salud (HIPAA, NOM-024). Pionero en el desarrollo de plataformas complejas utilizando ingeniería aumentada por IA (LDD + TraceOps) para acelerar drásticamente los ciclos de entrega con rigor técnico. Hands-on en SRE, Cloud (AWS/Azure), arquitecturas distribuidas y prevención de fraude. Forward Deployed Engineer por práctica: me embebo en la operación del cliente y dejo sistemas en producción en ciclos de 4 a 12 semanas, con agentes de IA bajo verificación humana.
[ AI-AUGMENTED ENGINEERING (TRACEOPS FRAMEWORK) ]
Stacks propios y agentes autónomos de IA como multiplicador de fuerza técnica:
  • Ecosistema Propietario de IA: Autor de TraceOps (gobierno operativo de pods híbridos humano+agente), Sapiens (asistentes de IA in-product con RAG local determinista, cero fuga de datos) y Gens (usuarios sintéticos que operan sistemas reales con jueces deterministas, y gemelos digitales con Prime Radiant: hasta 200,000 agentes, escenarios y proyecciones a 10 años con intervalos de confianza).
  • Entrega embebida (Forward Deployed): en la operación del cliente hasta dejar sistema en producción: red de lealtad MX/PE (2026: validación E2E, gemelos digitales, 8 dictámenes en 4 días), Mintrace (sandbox ANM, cloud de Trazoro), MBM Perú (PKI serverless en AWS).
  • LLM en producción con control: RAG determinista, jueces y evals contra el sistema real, control de alucinación, techos de gasto por agente, inferencia local sin fuga de datos.
  • Literate Driven Development (LDD), la base de cómo trabajo: prosa y código en una sola fuente .weft, tejida a documentación y destilada a código, así que nunca divergen y son el contexto que leen personas y modelos. Metodología de la firma donde soy CTO; su prueba es kcc, un compilador de C escrito así que arranca Linux 6.6, hecho por una persona con IA por $100/mes (Anthropic: ~$20,000 y 16 agentes). Con LDD escribí Citadel Core.
[ EXPERIENCIA PROFESIONAL ]
Principal Cloud Architect & Lead Engineer
Architects of Governance (GovTech) — México
2026 – Presente (Actualidad)
  • Diseño integral de infraestructura GRP en la nube bajo estrictos estándares CONAC/LGCG (contabilidad gubernamental armonizada), generando ahorros proyectados por $2.4M USD.
  • Ejecución técnica 100% hands-on mediante agentes de IA bajo TraceOps: 899 incrementos verificados en 100 días (~9 por día), 87 módulos, ~1,344 pruebas automatizadas en verde y pipelines CI/CD.
  • Validación continua con usuarios sintéticos (Gens) contra el sistema real en 11 dominios operativos: recaudación, nómina, compras, obra pública, patrimonio, auditoría y cierre anual.
  • Arquitectura diseñada desde cero para escalabilidad masiva y alta disponibilidad.
Principal AI & Software Engineer
Vitalia Care (HealthTech SaaS) — México / EE.UU.
2025 – 2026
  • Construyó desde cero un SaaS Healthtech disruptivo enfocado en el modelo multi-actor, utilizando arquitectura AI-Augmented y agentes de IA.
  • Implementó seguridad estructural con soberanía de datos del paciente cumpliendo con HIPAA para US y NOM-024/004 para México.
  • Entregó de forma acelerada la infraestructura base y múltiples módulos funcionales mediante el marco TraceOps, sin comprometer rigurosidad técnica ni testing.
Principal Systems Architect
Mintrace Colombia SAS — Medellín, Colombia
2025 – 2026
  • Liderazgo en el diseño y despliegue de una arquitectura cloud escalable (AWS/Azure) para la plataforma core de trazabilidad minera.
  • Implementación de automatizaciones basadas en IA para optimizar procesos críticos e infraestructura.
  • Arquitectura de la plataforma OTTM Mintrace y activos digitales de alta seguridad (CUP/CUO), autorizada por la Agencia Nacional de Minería.
Lead Cloud Architect & Product Owner
MBM S.A. — Lima, Perú
2023 – 2025
  • Diseño, arquitectura y despliegue de infraestructura serverless/cloud escalable en AWS para ecosistema de firma digital avanzada y custodia criptográfica.
  • Product Ownership técnico de microservicios con alta disponibilidad y procesamiento de transacciones seguras bajo estándares PKI.
Lead Infrastructure Architect
GIGAONE Telecom — Morelia, México
2023 – 2024
  • Dirección técnica de la estrategia de migración cloud y modernización de redes para infraestructura de telecomunicaciones corporativas.
  • Optimización de enrutamiento y observabilidad de servicios de alta demanda, reduciendo incidentes de latencia.
Cloud Infrastructure Engineer
Mintrace Colombia SAS / TRAZORO — Medellín, Colombia
Abril 2022 – Agosto 2023
  • Diseño y automatización de la arquitectura de infraestructura de cómputo y servicios Cloud (AWS) para productos de trazabilidad.
Lead Architect & Senior Consultant (Blockchain, Data & AI)
BCFort SAS — Medellín, Colombia
2018 – 2025
  • Diseño, arquitectura y despliegue de sistemas de Blockchain, contratos inteligentes e infraestructura criptográfica.
  • Implementación de pipelines de analítica de datos a gran escala, Big Data y plataformas de Inteligencia Artificial para fintechs y startups tecnológicas.
  • Consultoría estratégica en escalabilidad cloud, arquitecturas distribuidas y automatización DevOps.
Senior Infrastructure & Data Engineering Lead
OOAPAS — Morelia, México
Junio 2020 – Octubre 2021
  • Administración de infraestructura crítica y modernización de sistemas de alta disponibilidad.
  • Diseño e implementación de pipelines de datos y soluciones BI para ingeniería de producción.
  • Implementación de telefonía IP corporativa y optimización de redes on-premise.
Senior Cloud Solutions Architect
Weenjoy México, SAPI de CV — México
2017 – 2020
  • Despliegue y mantenimiento hands-on de infraestructura on-premise y public cloud en Azure y AWS (alta disponibilidad).
  • Arquitectura e implementación técnica de web apps B2C/B2B, servicios backend y pipelines de datos.
  • Stack técnico principal: Node.js, Python, PostgreSQL, MongoDB, RabbitMQ, Redis, Nginx, Elasticsearch.
Administrador de Redes y Supercómputo HPC
Instituto de Física y Matemáticas, UMSNH — Morelia, México
2000 – 2020
  • Encargado de todos los servicios a lo largo de más de 300 estaciones de trabajo y 100 usuarios especializados en cómputo científico.
  • Administrador y arquitecto del Cluster de Supercómputo IBM Big Mamma (HPC).
Especialista TI Adjunto & Arquitecto de Infraestructura
GES / Linux Open Source — México
2013 – Actualidad
  • Consultoría estratégica y ejecución hands-on en modernización de infraestructura, seguridad perimetral y virtualización (VMware/KVM) para cajas de ahorro e instituciones financieras.
  • Implementación de políticas de alta disponibilidad, hardening de servidores Unix/Linux y continuidad operativa sin interrupción de servicios financieros.
Trayectoria Previa en Consultoría, Sistemas Embebidos e Infraestructura Crítica Unix/Linux
Diversas Entidades Industriales, Financieras y de Gobierno
2000 – 2017
  • Treofan México (2004 - 2014): Mantenimiento, soporte y alta disponibilidad de misión crítica en sistemas UNIX/Real-Time NonStop para líneas de manufactura industrial 24/7.
  • Consultoría Financiera & Core Bancario (2009 - 2017): Proyectos de migración de core bancario, switches transaccionales de cajeros automáticos (ATM) y redes seguras para OFIVE, Parabyte y Caja Morelia Valladolid.
  • Proyectos Especializados & Gobierno (2003 - 2006): Asesoría en sistemas embebidos (ABF Conectividad), consultoría tecnológica para la Secretaría de Salud de Jalisco y diseño del Plan Global de Certificación WYSE-Linux (COINSA).
CTO / Director de Tecnología
Linux Open Source de México — México
2001 – Actualidad
  • Dirección técnica y desarrollo de plataformas de misión crítica, destacando Shaker Citadel (Citadel Core, HSM, FIDO2 y cumplimiento CNBV FAC4 con reducción comprobada del 78% en fraude transaccional).
  • Firma de consultoría en infraestructura crítica, cloud, ciberseguridad y cumplimiento normativo (linuxopensource.org) — vehículo de engagements consultivos y Fractional CTO.
  • Diseño de redes de alta seguridad, análisis forense, hardening y auditorías para sector financiero e industrial.
  • Red de 45+ especialistas senior, con doctores y maestros en ciencias, para proyectos de escala enterprise.
  • Literate Driven Development y weft: metodología y herramienta open source de la firma con las que trabajo a diario. Prueba pública: kcc, compilador de C17 autoalojado escrito como literatura en ensamblador ARM64, que arranca Linux 6.6 y compila SQLite, Lua, zlib y doomgeneric — 1 persona, ~230 h, 42 días, $100/mes de IA.
Consultor Privado en Sistemas de Cómputo de Alto Rendimiento y Transformación Digital
Consultoría Independiente
2000 – Actualidad
  • Investigación y desarrollo continuo en Agentes de IA, LLMs y Modelos Multimodales, aplicando sus capacidades avanzadas de razonamiento y orquestación para la resolución de problemas complejos y automatización de flujos de trabajo.
[ PROYECTOS DESTACADOS Y DESARROLLOS PROPIOS ]
Citadel Core & Shaker Citadel (Core Bancario SOCAP & Banca Móvil)
Problema Resuelto:
Plataforma fintech integral en copropiedad con Linux Open Source de México. Integra un Core Bancario modular en Go (19 microservicios con contabilidad CNBV, captación, créditos, tesorería, PLD/FT y reportes Serie R XML) con el brazo de Sucursal y Banca Móvil (Shaker Citadel), implementando autenticación FIDO2, HSM FIPS 140-2 y cumplimiento CNBV FAC4 con reducción comprobada del 78% en fraude. Escrito en Literate Driven Development con weft: 278 fuentes literarias tejidas en un documento LaTeX y destiladas a los servicios Go, de modo que documentación y código nunca divergen.
Tecnologías Clave:
Go (Golang)gRPCGraphQL FederadoApollo RouterPostgreSQLFIDO2/WebAuthnHSM FIPS 140-2CNBV FAC4LRASCAPSerie R XMLShaker Walletweft · LDD
Literate Driven Development & weft — La metodología con la que construyo
Problema Resuelto:
El código generado con IA se produce más rápido de lo que nadie lo lee y termina en cajas negras. Con LDD la explicación y el código viven en un solo archivo .weft que se teje en documentación (LaTeX, HTML) y se destila en código: nunca divergen, cada decisión queda escrita junto a su implementación y el archivo es el contexto de alta fidelidad que leen los modelos. La prueba de lo que produce: kcc, compilador de C17 autoalojado escrito como literatura, que arranca Linux 6.6 y compila SQLite, Lua, zlib y doomgeneric (1 persona · ~230 h · $100/mes de IA). Lo que yo he construido con LDD: Citadel Core, 278 fuentes literarias tejidas a LaTeX y destiladas a 19 servicios Go, y los literate gates D1–D5 de TraceOps.
Tecnologías Clave:
weftLaTeXTangle / WeaveContexto para IALiterate gates (TraceOps)GoARM64 (kcc)
Vitalia Care (Plataforma de Gestión Ambulatoria con Agentes IA)
Problema Resuelto:
Plataforma SaaS de Continuity of Care (CoC) en EE.UU., México y Colombia. Proyecto estructurado, coordinado y desarrollado mediante el uso intensivo de stacks propios de agentes de IA, multiplicando las capacidades técnicas para construir rápidamente un ecosistema complejo diseñado conforme a la normativa mexicana de expediente clínico (NOM-004, NOM-024, LFPDPPP) y con arquitectura alineada a los requisitos de HIPAA para su operación en EE.UU. Integración nativa de LLMs para el seguimiento automatizado de cuidados post-hospitalarios.
Tecnologías Clave:
SaaS MulticanalAgentes IA (LLM)Orquestación de IARPMHIPAA-readyNOM-004-SSA3-2012NOM-024-SSA3-2012LFPDPPP
SAAS GRP (ERP Gubernamental) - Architects of Governance
Problema Resuelto:
Sistema integral de gestión administrativa, contable y de auditoría. Cumplimiento estricto de las disposiciones exigidas por el gobierno federal (CONAC) para dependencias públicas y organizaciones que reciben financiamiento público.
Tecnologías Clave:
CONACLGCGAgentes IATraceOpsCI/CDPruebas automatizadasQA con usuarios sintéticos (Gens)Nómina y auditoría gubernamental
Prime Radiant (Gens) — Gemelos Digitales y Simulación de Mercado
Problema Resuelto:
Motor propio de simulación de escenarios sobre poblaciones sintéticas: censos calibrados, redes sociales con dirección de invitación, dinámica con invariantes por tick y Monte Carlo con intervalos de confianza al 95%. Aplicado en 2026 para una red de lealtad y referidos con operación en México y Perú: validación E2E de su plataforma con jueces deterministas, gemelos digitales de CDMX y Lima a 200,000 agentes × 40 escenarios y proyección nacional a 10 años comparando cuatro estrategias de expansión, entregada como dictámenes reproducibles.
Tecnologías Clave:
PythonSimulación por eventos discretosMonte CarloGrafos socialesPlaywrightGraphQLJueces deterministasInformes reproducibles
CertiFast Industrial
Problema Resuelto:
Agilización del ingreso de contratistas a plantas industriales, garantizando la autenticidad y vigencia de los documentos (certificaciones, pruebas antidoping) de forma segura y auditable.
Tecnologías Clave:
BlockchainHyperledgerCertificados DigitalesValidación QRWeb & Mobile
[ HABILIDADES TÉCNICAS Y HERRAMIENTAS ]
Liderazgo y Estrategia
AI-Augmented ManagementGestión Remota/HíbridaEquipos InternacionalesSCRUM Master/POTransformación DigitalCTO VirtualAlta Disponibilidad
Cloud y DevOps
AWSAzureIBM CloudSRECI/CDDockerKubernetesOpenShiftTerraformIaC
Ecosistemas Multicanal
React NativeXamarinFlutterNode.jsVue.jsWeb Apps B2C/B2B
Datos e IA
Sapiens (Local RAG)Gens (Simulación multi-agente)Prime Radiant (Gemelos digitales)Evals y jueces deterministasAgentes LLM en producciónTraceOpsGenAI (LLMs)Machine LearningComputer VisionElasticsearchKibana
Ciberseguridad y Compliance
Auditorías de SeguridadAnálisis ForensePentestingZero TrustMFAHardeningHIPAACNBV FAC4NOM-004-SSA3-2012NOM-024-SSA3-2012CONAC
Tecnologías Emergentes
Blockchain (Smart Contracts, NFT)Web3IoTHPC
Sistemas y Virtualización
ContenedoresVMware vSphereCitrixProxmoxLinux (Ubuntu, Debian, RHEL)UNIX (AIX, Solaris, HP-UX)Windows Server
Bases de Datos y Lenguajes
PostgreSQLMongoDBSQL ServerPythonBashCLaTeXLiterate Programming (weft · LDD)
Idiomas
Español (Nativo)Inglés B2 (profesional; trabajo con clientes y socios en EE.UU.)Francés (Básico)
[ FORMACIÓN ACADÉMICA ]
Licenciatura en Ciencias Físico Matemáticas
Facultad de Físico Matemáticas. Universidad Michoacana de San Nicolás de Hidalgo. Trunca.
Certificaciones y Diplomados
  • Administración de Sistemas UNIX, Paul E. Bloch. Depto Computer Science, Univ of Oregon / UMSNH. 2001.
  • Certified VMware VSP 5, Dell EMC. 2013.
  • Especialista Certificado en Servidores Avanzados Linux, Linux Opensource de México. 2013-
  • Experto Certificado en Redes Híbridas, Linux Opensource de México. 2014-
  • Ingeniero Certificado en Implementaciones Linux, Linux Opensource de México. 2012-
  • Experto Certificado en Seguridad Linux. Linux Opensource de México. 2013-
  • Diplomado en Divulgación de la Ciencia. SOMEDICYT - UMSNH 1997.
  • Diplomado en Electrónica. ICPE. 1990.
{
  "candidate_profile": {
    "metadata": {
      "name": "Juan Ernesto Alexis Real Santillán",
      "preferred_name": "Alexis Real Santillán",
      "title": "Forward Deployed Engineer & Principal Cloud/AI Architect | SRE, Security & Compliance",
      "email": "alexisreal@gmail.com",
      "github": "https://github.com/alexisreal",
      "linkedin": "https://linkedin.com/in/alexis-real-santillan-6ba4265b",
      "location": "Morelia, Michoacán, Mexico (Remote Global / US Travel Ready)",
      "work_authorization": { "citizenship": "Mexican", "us_visa": "B1/B2 (Active/Valid)" },
      "languages": { "spanish": "native", "english": "B2 (professional; US clients and partners)", "french": "basic" },
      "total_experience_years": 26,
      "cloud_and_architecture_years": 15
    },
    "executive_matrix": {
      "seniority_level": "Principal / Staff / Forward Deployed / Fractional CTO / Head of AI Engineering",
      "engagement_model": "Forward Deployed: embedded in the client's operation, production system at handoff, 4-12 week cycles; remote from Mexico on US time zones, B1/B2 visa for on-site work",
      "core_value_proposition": "Architects high-availability, mission-critical systems and accelerates SDLC delivery by 5x using proprietary AI-augmented engineering frameworks (TraceOps). Combines deep Unix/SRE/security roots with cutting-edge autonomous AI agent swarms.",
      "quantified_achievements": [
        "FinTech & Core Banking: Co-created Citadel Core & Shaker Citadel (Go microservices + mobile branch with CNBV FAC4/HSM), reducing transaction fraud by 78%.",
        "GovTech Capital Efficiency: Delivered CONAC/LGCG-compliant GRP with $2.4M USD projected savings; 899 verified increments in 100 days, 87 modules, ~1,344 automated tests, continuous validation with synthetic users (Gens) across 11 operational domains.",
        "Digital Twins & Market Simulation: Built Prime Radiant (Gens) — 200,000-agent population twins across 40 scenarios and 10-year national projections with 95% CIs for a loyalty network operating in Mexico and Peru (2026).",
        "HealthTech Velocity: Built Vitalia Care multi-actor SaaS from scratch adhering to HIPAA (USA) & NOM-024/004 (Mexico) via TraceOps pods in record time.",
        "HPC & Supercomputing: Administered 300+ workstations and IBM 'Big Mamma' HPC Cluster for 20 years at UMSNH."
      ]
    },
    "technical_taxonomy": {
      "ai_augmented_engineering": ["TraceOps Framework", "Sapiens Framework (Local RAG)", "Gens Framework (Synthetic Users & Agent Simulation)", "Prime Radiant (Digital Twins / Scenario Simulation)", "Discrete-Event Simulation", "Monte Carlo Methods", "Multi-Agent Orchestration", "LLM Integration", "RAG Systems", "LLM Evals & Deterministic Judges", "Hallucination Control", "Agent Step/Cost Budgets", "Customer-Embedded Delivery (Forward Deployed)", "Literate Driven Development (weft)"],
      "cloud_and_sre": ["AWS", "Azure", "IBM Cloud", "Kubernetes (K8s)", "Docker", "OpenShift", "Terraform (IaC)", "CI/CD Pipelines", "SRE (SLO/SLI, Observability)"],
      "security_and_compliance": ["Zero Trust", "CNBV FAC4 (Banking)", "HIPAA (Healthcare)", "NOM-024-SSA3-2012", "NOM-004-SSA3-2012", "CONAC/LGCG (GovTech)", "SOC 2", "HSM FIPS 140-2", "FIDO2/WebAuthn", "PKI"],
      "backend_and_data": ["Python", "Node.js / TypeScript", "PostgreSQL", "MongoDB", "Redis", "Elasticsearch", "SQL Server", "RabbitMQ", "C", "Bash"],
      "systems_and_infra": ["Linux (Ubuntu, Debian, RHEL)", "UNIX (AIX, Solaris, HP-UX)", "VMware vSphere", "Proxmox", "Citrix", "HPC Clusters"]
    },
    "verified_roles": [
      { "role": "Principal Cloud Architect & Lead Engineer", "company": "Architects of Governance (GovTech)", "period": "2026-Present", "impact": "Hands-on delivery of CONAC GRP via TraceOps AI agents; 899 verified increments in 100 days, 87 modules, ~1,344 automated tests, CI/CD" },
      { "role": "Principal AI & Software Engineer", "company": "Vitalia Care (HealthTech SaaS)", "period": "2025-2026", "impact": "End-to-end architecture with HIPAA & NOM-024 compliance, patient data sovereignty, and AI workflows" },
      { "role": "Principal Systems Architect", "company": "Mintrace Colombia SAS", "period": "2025-2026", "impact": "AWS/Azure cloud architecture and AI automations for OTTM mining traceability authorized by ANM" },
      { "role": "Lead Cloud Architect & Product Owner", "company": "MBM S.A.", "period": "2023-2025", "impact": "Serverless AWS PKI digital signature and cryptographic custody infrastructure" },
      { "role": "Lead Infrastructure Architect", "company": "GIGAONE Telecom", "period": "2023-2024", "impact": "Corporate telecom cloud migration, routing optimization, and latency reduction" },
      { "role": "Lead Architect & Senior Consultant", "company": "BCFort SAS", "period": "2018-2025", "impact": "Blockchain systems architecture, data analytics pipelines, and AI platforms for tech startups" },
      { "role": "Senior Infrastructure & Data Engineering Lead", "company": "OOAPAS", "period": "2020-2021", "impact": "Critical water infrastructure telemetry, BI data pipelines, and network modernization" },
      { "role": "Senior Cloud Solutions Architect", "company": "Weenjoy México", "period": "2017-2020", "impact": "Full-stack Azure/AWS infrastructure, Node.js/Python microservices, and CI/CD automation" },
      { "role": "CTO / Chief Technology Officer", "company": "Linux Open Source de México", "period": "2001-Present", "impact": "Architect of Shaker Citadel (-78% fraud, CNBV FAC4), Fractional CTO engagements & enterprise consulting" },
      { "role": "Network & HPC Systems Administrator", "company": "Institute of Physics and Mathematics, UMSNH", "period": "2000-2020", "impact": "Architect of IBM Big Mamma HPC cluster and 300+ scientific computing workstations" }
    ],
    "proprietary_frameworks": [
      { "name": "TraceOps", "what": "Human+agent pod governance: file-based memory, executable gates, provenance", "status": "In production use; evidence: 899 verified increments / ~1,344 tests in 100 days (GovTech GRP), 207 increments / 1,727 tests (Gens), 55 increments in 5 days (client study)" },
      { "name": "Gens", "what": "Synthetic users on real systems under deterministic judges; discrete-event simulation", "status": "1,700+ tests; external client validated 2026" },
      { "name": "Prime Radiant", "what": "Digital twins and scenario simulation (Monte Carlo, 95% CIs, 10-year horizons)", "status": "200,000-agent twins delivered for Mexico and Peru" },
      { "name": "Sapiens", "what": "In-product AI consultants, deterministic lexical RAG, local SLM, zero data egress", "status": "v0.1.0, proprietary" },
      { "name": "LDD / weft", "role": "Daily practice; methodology of Linux Open Source de México (CTO)", "what": "Literate Driven Development: prose and code in one .weft source, woven to docs and tangled to code", "proof": "kcc: self-hosting C compiler written as literate ARM64 assembly, boots Linux 6.6; 1 person, ~230 h, $100/mo AI (Anthropic's equivalent: ~$20,000, 16 agents)", "built_with_it": "Citadel Core (278 literate sources, 19 Go services); TraceOps literate gates", "tool": "https://github.com/temo-pacheco/weft" }
    ],
    "evaluator_notes": {
      "fit_roles": ["Forward Deployed Engineer (AI / Applied)", "AI Solutions Architect / Engineer", "Principal Cloud Architect", "Principal Software Engineer", "Head of AI Engineering", "Fractional CTO / VP of Engineering"],
      "differentiators": [
        "Author of four proprietary AI-engineering frameworks in active use (TraceOps, Gens, Prime Radiant, Sapiens); works in Literate Driven Development, the methodology behind kcc, a literate C compiler that boots Linux",
        "Delivery record in regulated environments: CNBV FAC4, HIPAA/NOM-024, CONAC/LGCG",
        "26 years of Unix/HPC depth with 15+ years of cloud architecture; every claim maps to a dated role or named artifact"
      ],
      "summary": "Principal-level architect combining deep systems mastery with AI-augmented delivery; verifiable outcomes in FinTech, GovTech and HealthTech."
    }
  }
}

ALEXIS REAL SANTILLÁN

Forward Deployed Engineer & Principal Cloud/AI Architect | SRE, Security & Compliance

> DATE: SEPTEMBER 2026
[ CONTACT INFORMATION ]
Full Name: Juan Ernesto Alexis Real Santillán
Email: alexisreal@gmail.com
Location: Morelia, Michoacan, Mexico
LinkedIn: linkedin.com/in/alexis-real-santillan-6ba4265b
GitHub: github.com/alexisreal
US Visa: B1/B2 (Valid)
Nationality: Mexican
[ EXECUTIVE SUMMARY ]
Principal Cloud & Software Architect with over 15 years of experience designing mission-critical infrastructures and high-availability systems. Specialist in technological modernization, bank-grade security (CNBV FAC4), and healthcare compliance (HIPAA, NOM-024). Pioneer in developing complex platforms using AI-augmented engineering (Literate Driven Development + TraceOps) to drastically accelerate software delivery lifecycles (SDLC) while maintaining strict technical rigor. Hands-on in SRE, Cloud (AWS/Azure), distributed architectures, and fraud prevention systems. Forward Deployed Engineer by practice: I embed in the client's operation and leave systems running in production in 4-to-12-week cycles, with AI agents under human verification.
[ AI-AUGMENTED ENGINEERING (TRACEOPS FRAMEWORK) ]
I operate under an advanced work paradigm, developing and using custom stacks and autonomous AI agent systems as a technical force multiplier:
  • Proprietary AI Ecosystem: Author of TraceOps (human+agent hybrid pod governance), Sapiens (Python framework for in-product AI consultants with local deterministic RAG and zero data egress), and Gens (synthetic users operating real systems under deterministic judges, plus digital twins with Prime Radiant: populations of up to 200,000 agents, scenarios, and 10-year projections with confidence intervals).
  • Embedded delivery (Forward Deployed): inside the client's operation until a system runs in production: loyalty network MX/PE (2026: E2E validation, digital twins and 8 reports in 4 days), Mintrace (ANM sandbox, Trazoro cloud infrastructure in operation), MBM Peru (serverless PKI on AWS in production).
  • LLM in production, under control: deterministic RAG, judges and evals against the live system, hallucination control, per-agent step and cost ceilings, local inference with zero data egress.
  • Literate Driven Development (LDD), the foundation of how I work: prose and code in one .weft source, woven into documentation and tangled into code: they never drift and become the context people and models read. Methodology of Linux Open Source de México, where I am CTO; its proof is kcc, a C compiler written this way that boots Linux 6.6, built by one person with AI for $100/month (Anthropic: ~$20,000 and 16 agents). With LDD I wrote Citadel Core (278 literate sources).
[ PROFESSIONAL EXPERIENCE ]
Principal Cloud Architect & Lead Engineer
Architects of Governance (GovTech) — Mexico
2026 – Present
  • Comprehensive design of cloud GRP infrastructure under strict CONAC/LGCG standards (harmonized government accounting), generating projected savings of $2.4M USD.
  • 100% hands-on technical execution using AI agents under TraceOps: 899 verified increments in 100 days (~9 per day), 87 modules, ~1,344 automated tests passing, and CI/CD pipelines.
  • Continuous validation with synthetic users (Gens) against the live system across 11 operational domains: revenue collection, payroll, procurement, public works, assets, audit, and year-end close.
  • Architecture designed from scratch for massive scalability and high availability.
Principal AI & Software Engineer
Vitalia Care (HealthTech SaaS) — Mexico / USA
2025 – 2026
  • Built a disruptive Healthtech SaaS from scratch focused on a multi-actor model, utilizing an AI-Augmented architecture and AI agents.
  • Implemented structural security with patient data sovereignty complying with HIPAA for the US and NOM-024/004 for Mexico.
  • Accelerated the delivery of base infrastructure and multiple functional modules via the TraceOps framework, without compromising technical rigor or testing.
Principal Systems Architect
Mintrace Colombia SAS — Medellin, Colombia
2025 – 2026
  • Leadership in the design and deployment of a scalable cloud architecture (AWS/Azure) for the core mining traceability platform.
  • Implementation of AI-based automations to optimize critical processes and infrastructure.
  • Architecture of the OTTM Mintrace platform and high-security digital assets (CUP/CUO), authorized by the National Mining Agency.
Lead Cloud Architect & Product Owner
MBM S.A. — Lima, Peru
2023 – 2025
  • Designed, architected, and deployed a scalable AWS serverless/cloud infrastructure for an advanced digital signature and cryptographic custody ecosystem.
  • Technical Product Ownership of high-availability microservices processing secure transactions under strict PKI standards.
Lead Infrastructure Architect
GIGAONE Telecom — Morelia, Mexico
2023 – 2024
  • Technical leadership of the cloud migration strategy and network modernization for corporate telecom infrastructure.
  • Optimization of routing and observability for high-demand services, reducing latency incidents.
Cloud Infrastructure Engineer
Mintrace Colombia SAS / TRAZORO — Medellin, Colombia
April 2022 – August 2023
  • Design and automation of compute infrastructure architecture and Cloud services (AWS) for traceability products.
Lead Architect & Senior Consultant (Blockchain, Data & AI)
BCFort SAS — Medellin, Colombia
2018 – 2025
  • Design, architecture, and deployment of Blockchain systems, smart contracts, and cryptographic infrastructure.
  • Implementation of large-scale data analytics pipelines, Big Data, and Artificial Intelligence platforms for fintechs and startups.
  • Strategic consulting on cloud scalability, distributed architectures, and DevOps automation.
Senior Infrastructure & Data Engineering Lead
OOAPAS — Morelia, Mexico
June 2020 – October 2021
  • Administration of critical infrastructure and modernization of high-availability systems.
  • Design and implementation of data pipelines and BI solutions for production engineering.
  • Implementation of corporate IP telephony and optimization of on-premises networks.
Senior Cloud Solutions Architect
Weenjoy Mexico, SAPI de CV — Mexico
2017 – 2020
  • Hands-on deployment and maintenance of on-premises and public cloud infrastructure in Azure and AWS (high availability).
  • Architecture and technical implementation of B2C/B2B web apps, backend services, and data pipelines.
  • Core technical stack: Node.js, Python, PostgreSQL, MongoDB, RabbitMQ, Redis, Nginx, Elasticsearch.
Computer and Communications Network Administrator
Institute of Physics and Mathematics, UMSNH — Morelia, Mexico
2000 – 2020
  • In charge of all services across more than 300 workstations and 100 users specialized in scientific computing.
  • Administrator and architect of the IBM Big Mamma Supercomputing Cluster (HPC).
Adjunct IT Specialist & Infrastructure Architect
GES / Linux Open Source — Mexico
2013 – Present
  • Strategic consulting and hands-on execution in infrastructure modernization, perimeter security, and virtualization (VMware/KVM) for savings funds and financial entities.
  • Implementation of high-availability policies, Unix/Linux server hardening, and operational continuity with zero downtime.
Prior Trajectory in Consulting, Embedded Systems & Critical Unix/Linux Infrastructure
Various Industrial, Financial & Government Entities
2000 – 2017
  • Treofan Mexico (2004 - 2014): Mission-critical maintenance, support, and high availability on UNIX/Real-Time NonStop systems for 24/7 industrial manufacturing lines.
  • Financial Consulting & Core Banking (2009 - 2017): Core banking migration projects, ATM transactional switches, and secure networking for OFIVE, Parabyte, and Caja Morelia Valladolid.
  • Specialized Projects & Government (2003 - 2006): Embedded systems advisory (ABF Conectividad), technology consulting for the Jalisco Ministry of Health, and design of the Global WYSE-Linux Certification Plan (COINSA).
CTO / Chief Technology Officer
Linux Open Source de México — Mexico
2001 – Present
  • Technical leadership and development of mission-critical platforms, highlighting Shaker Citadel (Citadel Core, HSM, FIDO2, and CNBV FAC4 compliance with proven 78% fraud reduction).
  • Consulting firm in critical infrastructure, cloud, cybersecurity, and regulatory compliance (linuxopensource.org) — vehicle for consulting engagements and Fractional CTO roles.
  • High-security network design, forensics, hardening, and audits for financial and industrial sectors.
  • Network of 45+ senior specialists, including PhDs and MScs, for enterprise-scale projects.
  • Literate Driven Development and weft: the firm's methodology and open source tool I work with daily. Public proof: kcc, a self-hosting C17 compiler written as literature in ARM64 assembly, that boots Linux 6.6 and compiles SQLite, Lua, zlib and doomgeneric — 1 person, ~230 h, 42 days, $100/month of AI.
Private Consultant in High-Performance Computing Systems and Digital Transformation
Independent Consulting
2000 – Present
  • Continuous research and development in AI Agents, LLMs, and Multimodal Models, applying advanced reasoning capabilities and orchestration for complex problem solving and workflow automation.
[ HIGHLIGHTED PROJECTS & PROPRIETARY DEVELOPMENTS ]
Citadel Core & Shaker Citadel (SOCAP Core Banking & Mobile Branch)
Problem Solved:
End-to-end FinTech platform co-owned with Linux Open Source de México. Integrates a modular Go Core Banking engine (19 microservices covering CNBV accounting, savings, loans, treasury, AML/CFT, and Serie R XML reports) with the Mobile Banking & Branch arm (Shaker Citadel), deploying FIDO2 auth, HSM FIPS 140-2, and CNBV FAC4 compliance with a proven 78% fraud reduction. Written in Literate Driven Development with weft: 278 literate sources woven into a LaTeX document and tangled into the Go services, so documentation and code never drift.
Key Technologies:
Go (Golang)gRPCFederated GraphQLApollo RouterPostgreSQLFIDO2/WebAuthnHSM FIPS 140-2CNBV FAC4LRASCAPSerie R XMLShaker Walletweft · LDD
Literate Driven Development & weft — The Methodology I Build With
Problem Solved:
AI-generated code is produced faster than anyone can read it and ends up as black boxes. With LDD the explanation and the code live in one .weft file that is woven into documentation (LaTeX, HTML) and tangled into code: they never drift, every decision is written next to its implementation, and the file is the high-fidelity context models read. The proof of what it produces: kcc, a self-hosting C17 compiler written as literature that boots Linux 6.6 and compiles SQLite, Lua, zlib and doomgeneric (1 person · ~230 h · $100/month of AI). What I have built with LDD: Citadel Core, 278 literate sources woven into LaTeX and tangled into 19 Go services, and TraceOps literate gates D1–D5.
Key Technologies:
weftLaTeXTangle / WeaveAI contextLiterate gates (TraceOps)GoARM64 (kcc)
Vitalia Care (Ambulatory Management Platform with AI Agents)
Problem Solved:
SaaS platform for Continuity of Care (CoC) in the USA, Mexico, and Colombia. Project structured, coordinated, and developed using intensive proprietary AI agent stacks, multiplying technical capabilities to rapidly build a complex ecosystem engineered to Mexican clinical-record regulations (NOM-004, NOM-024, LFPDPPP), with an architecture aligned to HIPAA requirements for US operation. Native integration of LLMs for automated post-hospital care follow-up.
Key Technologies:
Omnichannel SaaSAI Agents (LLM)AI OrchestrationRPMHIPAA-readyNOM-004-SSA3-2012NOM-024-SSA3-2012LFPDPPP
SaaS GRP (Government ERP) - Architects of Governance
Problem Solved:
Comprehensive administrative, accounting, and auditing management system. Strict compliance with the provisions required by the federal government (CONAC) for public agencies and organizations receiving public funding.
Key Technologies:
CONACLGCGAI AgentsTraceOpsCI/CDAutomated testingSynthetic-user QA (Gens)Government payroll & audit
Prime Radiant (Gens) — Digital Twins & Market Simulation
Problem Solved:
Proprietary scenario-simulation engine over synthetic populations: calibrated censuses, social graphs with invitation direction, per-tick invariant dynamics, and Monte Carlo with 95% confidence intervals. Applied in 2026 for a loyalty and referral network operating in Mexico and Peru: E2E validation of its platform under deterministic judges, digital twins of Mexico City and Lima at 200,000 agents × 40 scenarios, and a 10-year national projection comparing four expansion strategies, delivered as reproducible reports.
Key Technologies:
PythonDiscrete-event simulationMonte CarloSocial graphsPlaywrightGraphQLDeterministic judgesReproducible reports
CertiFast Industrial
Problem Solved:
Streamlining contractor entry to industrial plants, ensuring the authenticity and validity of documents (certifications, drug tests) in a secure and auditable manner.
Key Technologies:
BlockchainHyperledgerDigital CertificatesQR ValidationWeb & Mobile
[ TECHNICAL SKILLS & TOOLS ]
Leadership & Strategy
AI-Augmented ManagementRemote/Hybrid ManagementInternational TeamsSCRUM Master/PODigital TransformationVirtual CTOHigh Availability
Cloud & DevOps
AWSAzureIBM CloudSRECI/CDDockerKubernetesOpenShiftTerraformIaC
Omnichannel Ecosystems
React NativeXamarinFlutterNode.jsVue.jsB2C/B2B Web Apps
Data & AI
Sapiens (Local RAG)Gens (Multi-agent simulation)Prime Radiant (Digital twins)Evals & deterministic judgesLLM agents in productionTraceOpsGenAI (LLMs)Machine LearningComputer VisionElasticsearchKibana
Cybersecurity & Compliance
Security AuditsForensic AnalysisPentestingZero TrustMFAHardeningHIPAACNBV FAC4NOM-004-SSA3-2012NOM-024-SSA3-2012CONAC
Emerging Technologies
Blockchain (Smart Contracts, NFT)Web3IoTHPC
Systems & Virtualization
ContainersVMware vSphereCitrixProxmoxLinux (Ubuntu, Debian, RHEL)UNIX (AIX, Solaris, HP-UX)Windows Server
Databases & Languages
PostgreSQLMongoDBSQL ServerPythonBashCLaTeXLiterate Programming (weft · LDD)
Languages
Spanish (Native)English B2 (professional; work with US clients and partners)French (Basic)
[ EDUCATION AND CERTIFICATIONS ]
B.S. in Physics and Mathematics
Faculty of Physics and Mathematics. Universidad Michoacana de San Nicolás de Hidalgo, Mexico. Incomplete (drop-out).
Certifications & Diplomas
  • UNIX Systems Administration, Paul E. Bloch. Computer Science Dept, Univ of Oregon / UMSNH. 2001.
  • Certified VMware VSP 5, Dell EMC. 2013.
  • Certified Advanced Linux Server Specialist, Linux Opensource de Mexico. 2013-
  • Certified Hybrid Network Expert, Linux Opensource de Mexico. 2014-
  • Certified Linux Implementation Engineer, Linux Opensource de Mexico. 2012-
  • Certified Linux Security Expert. Linux Opensource de Mexico. 2013-
  • Diploma in Science Communication. SOMEDICYT - UMSNH 1997.
  • Diploma in Electronics. ICPE. 1990.
{
  "candidate_profile": {
    "metadata": {
      "name": "Juan Ernesto Alexis Real Santillán",
      "preferred_name": "Alexis Real Santillán",
      "title": "Forward Deployed Engineer & Principal Cloud/AI Architect | SRE, Security & Compliance",
      "email": "alexisreal@gmail.com",
      "github": "https://github.com/alexisreal",
      "linkedin": "https://linkedin.com/in/alexis-real-santillan-6ba4265b",
      "location": "Morelia, Michoacán, Mexico (Remote Global / US Travel Ready)",
      "work_authorization": { "citizenship": "Mexican", "us_visa": "B1/B2 (Active/Valid)" },
      "languages": { "spanish": "native", "english": "B2 (professional; US clients and partners)", "french": "basic" },
      "total_experience_years": 26,
      "cloud_and_architecture_years": 15
    },
    "executive_matrix": {
      "seniority_level": "Principal / Staff / Forward Deployed / Fractional CTO / Head of AI Engineering",
      "engagement_model": "Forward Deployed: embedded in the client's operation, production system at handoff, 4-12 week cycles; remote from Mexico on US time zones, B1/B2 visa for on-site work",
      "core_value_proposition": "Architects high-availability, mission-critical systems and accelerates SDLC delivery by 5x using proprietary AI-augmented engineering frameworks (TraceOps). Combines deep Unix/SRE/security roots with cutting-edge autonomous AI agent swarms.",
      "quantified_achievements": [
        "FinTech & Core Banking: Co-created Citadel Core & Shaker Citadel (Go microservices + mobile branch with CNBV FAC4/HSM), reducing transaction fraud by 78%.",
        "GovTech Capital Efficiency: Delivered CONAC/LGCG-compliant GRP with $2.4M USD projected savings; 899 verified increments in 100 days, 87 modules, ~1,344 automated tests, continuous validation with synthetic users (Gens) across 11 operational domains.",
        "Digital Twins & Market Simulation: Built Prime Radiant (Gens) — 200,000-agent population twins across 40 scenarios and 10-year national projections with 95% CIs for a loyalty network operating in Mexico and Peru (2026).",
        "HealthTech Velocity: Built Vitalia Care multi-actor SaaS from scratch adhering to HIPAA (USA) & NOM-024/004 (Mexico) via TraceOps pods in record time.",
        "HPC & Supercomputing: Administered 300+ workstations and IBM 'Big Mamma' HPC Cluster for 20 years at UMSNH."
      ]
    },
    "technical_taxonomy": {
      "ai_augmented_engineering": ["TraceOps Framework", "Sapiens Framework (Local RAG)", "Gens Framework (Synthetic Users & Agent Simulation)", "Prime Radiant (Digital Twins / Scenario Simulation)", "Discrete-Event Simulation", "Monte Carlo Methods", "Multi-Agent Orchestration", "LLM Integration", "RAG Systems", "LLM Evals & Deterministic Judges", "Hallucination Control", "Agent Step/Cost Budgets", "Customer-Embedded Delivery (Forward Deployed)", "Literate Driven Development (weft)"],
      "cloud_and_sre": ["AWS", "Azure", "IBM Cloud", "Kubernetes (K8s)", "Docker", "OpenShift", "Terraform (IaC)", "CI/CD Pipelines", "SRE (SLO/SLI, Observability)"],
      "security_and_compliance": ["Zero Trust", "CNBV FAC4 (Banking)", "HIPAA (Healthcare)", "NOM-024-SSA3-2012", "NOM-004-SSA3-2012", "CONAC/LGCG (GovTech)", "SOC 2", "HSM FIPS 140-2", "FIDO2/WebAuthn", "PKI"],
      "backend_and_data": ["Python", "Node.js / TypeScript", "PostgreSQL", "MongoDB", "Redis", "Elasticsearch", "SQL Server", "RabbitMQ", "C", "Bash"],
      "systems_and_infra": ["Linux (Ubuntu, Debian, RHEL)", "UNIX (AIX, Solaris, HP-UX)", "VMware vSphere", "Proxmox", "Citrix", "HPC Clusters"]
    },
    "verified_roles": [
      { "role": "Principal Cloud Architect & Lead Engineer", "company": "Architects of Governance (GovTech)", "period": "2026-Present", "impact": "Hands-on delivery of CONAC GRP via TraceOps AI agents; 899 verified increments in 100 days, 87 modules, ~1,344 automated tests, CI/CD" },
      { "role": "Principal AI & Software Engineer", "company": "Vitalia Care (HealthTech SaaS)", "period": "2025-2026", "impact": "End-to-end architecture with HIPAA & NOM-024 compliance, patient data sovereignty, and AI workflows" },
      { "role": "Principal Systems Architect", "company": "Mintrace Colombia SAS", "period": "2025-2026", "impact": "AWS/Azure cloud architecture and AI automations for OTTM mining traceability authorized by ANM" },
      { "role": "Lead Cloud Architect & Product Owner", "company": "MBM S.A.", "period": "2023-2025", "impact": "Serverless AWS PKI digital signature and cryptographic custody infrastructure" },
      { "role": "Lead Infrastructure Architect", "company": "GIGAONE Telecom", "period": "2023-2024", "impact": "Corporate telecom cloud migration, routing optimization, and latency reduction" },
      { "role": "Lead Architect & Senior Consultant", "company": "BCFort SAS", "period": "2018-2025", "impact": "Blockchain systems architecture, data analytics pipelines, and AI platforms for tech startups" },
      { "role": "Senior Infrastructure & Data Engineering Lead", "company": "OOAPAS", "period": "2020-2021", "impact": "Critical water infrastructure telemetry, BI data pipelines, and network modernization" },
      { "role": "Senior Cloud Solutions Architect", "company": "Weenjoy México", "period": "2017-2020", "impact": "Full-stack Azure/AWS infrastructure, Node.js/Python microservices, and CI/CD automation" },
      { "role": "CTO / Chief Technology Officer", "company": "Linux Open Source de México", "period": "2001-Present", "impact": "Architect of Shaker Citadel (-78% fraud, CNBV FAC4), Fractional CTO engagements & enterprise consulting" },
      { "role": "Network & HPC Systems Administrator", "company": "Institute of Physics and Mathematics, UMSNH", "period": "2000-2020", "impact": "Architect of IBM Big Mamma HPC cluster and 300+ scientific computing workstations" }
    ],
    "proprietary_frameworks": [
      { "name": "TraceOps", "what": "Human+agent pod governance: file-based memory, executable gates, provenance", "status": "In production use; evidence: 899 verified increments / ~1,344 tests in 100 days (GovTech GRP), 207 increments / 1,727 tests (Gens), 55 increments in 5 days (client study)" },
      { "name": "Gens", "what": "Synthetic users on real systems under deterministic judges; discrete-event simulation", "status": "1,700+ tests; external client validated 2026" },
      { "name": "Prime Radiant", "what": "Digital twins and scenario simulation (Monte Carlo, 95% CIs, 10-year horizons)", "status": "200,000-agent twins delivered for Mexico and Peru" },
      { "name": "Sapiens", "what": "In-product AI consultants, deterministic lexical RAG, local SLM, zero data egress", "status": "v0.1.0, proprietary" },
      { "name": "LDD / weft", "role": "Daily practice; methodology of Linux Open Source de México (CTO)", "what": "Literate Driven Development: prose and code in one .weft source, woven to docs and tangled to code", "proof": "kcc: self-hosting C compiler written as literate ARM64 assembly, boots Linux 6.6; 1 person, ~230 h, $100/mo AI (Anthropic's equivalent: ~$20,000, 16 agents)", "built_with_it": "Citadel Core (278 literate sources, 19 Go services); TraceOps literate gates", "tool": "https://github.com/temo-pacheco/weft" }
    ],
    "evaluator_notes": {
      "fit_roles": ["Forward Deployed Engineer (AI / Applied)", "AI Solutions Architect / Engineer", "Principal Cloud Architect", "Principal Software Engineer", "Head of AI Engineering", "Fractional CTO / VP of Engineering"],
      "differentiators": [
        "Author of four proprietary AI-engineering frameworks in active use (TraceOps, Gens, Prime Radiant, Sapiens); works in Literate Driven Development, the methodology behind kcc, a literate C compiler that boots Linux",
        "Delivery record in regulated environments: CNBV FAC4, HIPAA/NOM-024, CONAC/LGCG",
        "26 years of Unix/HPC depth with 15+ years of cloud architecture; every claim maps to a dated role or named artifact"
      ],
      "summary": "Principal-level architect combining deep systems mastery with AI-augmented delivery; verifiable outcomes in FinTech, GovTech and HealthTech."
    }
  }
}
AR Logo

ALEXIS REAL SANTILLÁN

PORTAFOLIO DE SERVICIOS

Forward Deployed Engineering | Arquitectura Cloud & IA (TraceOps) | Infraestructura Crítica

> FECHA: SEPTIEMBRE 2026
[ VALOR ESTRATÉGICO ]
Transformamos la tecnología en el motor de crecimiento de tu negocio
En un entorno empresarial hipercompetitivo, la tecnología no puede ser solo un área de soporte; debe ser la ventaja injusta de tu empresa. Con más de 15 años orquestando proyectos de misión crítica en los sectores FinTech, HealthTech y GovTech, ofrezco soluciones tecnológicas de élite diseñadas para escalar operaciones, blindar datos y multiplicar la rentabilidad. No desarrollo software tradicional; construyo ecosistemas digitales inteligentes e inquebrantables.
[ CATÁLOGO DE SERVICIOS ]
1. Forward Deployed Engineering & Arquitectura Principal con IA
Diseño y ejecución de arquitectura de clase mundial utilizando sistemas de agentes de IA para acelerar despliegues.
  • Diseño de Arquitectura: Traduzco los requerimientos críticos en infraestructura segura, escalable y resistente a fallos.
  • Ejecución TraceOps: Desarrollo y automatización acelerada operando células híbridas (ingenieros + agentes de IA). Evidencia: 899 incrementos verificados en 100 días en un GRP de 87 módulos y ~1,344 pruebas.
  • Literate Driven Development (LDD): La base de cómo construyo. Documentación y código salen del mismo archivo weft, así que nunca divergen. Su prueba: kcc, un compilador de C que arranca Linux, escrito así por una persona con IA por $100/mes. Citadel Core está construido igual.
  • Entrega embebida (FDE): Ingenieros senior dentro de tu operación, de 4 a 12 semanas, con sistema en producción y tu equipo capacitado al cierre. Equipo binacional México–EE.UU. (Sacramento, CA) para clientes en Estados Unidos.
  • Hiper-productividad: Uso de ecosistemas propios de IA (TraceOps, Sapiens y Gens) para acelerar drásticamente la entrega de software, auditoría de código y tiempos de despliegue.
AI-Augmented Engineering
2. Arquitectura Cloud, SRE y Alta Disponibilidad
Si tu plataforma se cae, pierdes dinero. Diseñamos infraestructuras que no fallan.
  • Diseño y Migración Cloud: Arquitecturas nativas de nube en AWS, Azure e IBM Cloud listas para soportar millones de transacciones sin latencia.
  • Optimización SRE y DevOps: Implementación de pipelines CI/CD, automatización de infraestructura como código (Terraform), y orquestación con Docker y Kubernetes.
  • Escalabilidad Rentable: Auditoría y rediseño de tu infraestructura actual para maximizar el rendimiento reduciendo los costos mensuales de la nube.
Cloud Architecture
3. Ciberseguridad y Cumplimiento Normativo (Compliance)
Protegemos tu activo más valioso. Soluciones diseñadas para superar auditorías estrictas.
  • Arquitecturas Zero Trust y SecOps: Implementación de autenticación de vanguardia (Passkeys, FIDO2, Biometría) y Hardening de servidores.
  • Cumplimiento Normativo Especializado: Experiencia probada diseñando plataformas conforme a los marcos HIPAA (Salud EE. UU.), NOM-004/024-SSA3 (Salud México), CNBV FAC4 (Financiero) y normativas CONAC.
  • Auditorías y Prevención: Análisis forense, pentesting y despliegue de módulos HSM FIPS 140-2 y criptografía de alta seguridad.
Cybersecurity
4. Integración de Inteligencia Artificial Generativa y Automatización
Deja que la IA haga el trabajo pesado. Convierte procesos manuales en flujos inteligentes.
  • Agentes Autónomos Personalizados: Creación de ecosistemas de IA (LLMs, RAG determinista) conectados a los datos de tu empresa, sin fuga de datos, para automatizar atención al cliente, análisis de datos o procesos operativos.
  • Modernización de Procesos (RPA): Identificación de cuellos de botella en tu cadena de valor y despliegue de software inteligente para resolverlos de forma autónoma, 24/7.
  • Validación antes de producción: Usuarios sintéticos, QA conductual y gemelos digitales de mercado (Gens · Prime Radiant) para probar la solución contra tu sistema real antes de lanzarla.
AI Integration
5. Desarrollo de Ecosistemas de Software Complejos
De la idea a la facturación. Productos digitales "Bulletproof".
  • Desarrollo Multicanal: Arquitectura y supervisión de desarrollo de Apps Móviles (React Native, Flutter) y Web Apps (Vue.js, Node.js).
  • Plataformas de Misión Crítica: Sistemas ERP, soluciones de Trazabilidad (Blockchain, Hyperledger), plataformas de telemedicina y core bancario móvil.
Software Ecosystems
[ ¿POR QUÉ ELEGIR TRABAJAR CONMIGO? ]
  • Velocidad Exponencial: Mi metodología impulsada por IA permite lograr en semanas lo que a equipos tradicionales les toma meses. La prueba: con LDD, una persona construyó un compilador de C que arranca Linux por $100/mes de IA.
  • Visión Híbrida (Negocio + Código): Entiendo el P&L. Cada decisión de arquitectura que apruebo tiene un objetivo claro: aumentar ingresos, reducir costos o mitigar riesgos.
  • Respaldo Regulatorio: Plataformas transaccionales y de expedientes clínicos operando a nivel gubernamental y federal sin un solo fallo de auditoría.
[ PLATAFORMAS PROPIAS Y CASOS DE ÉXITO ]
kcc — Compilador de C escrito como literatura (Literate Driven Development)
La prueba de la metodología con la que construyo: compilador de C17 autoalojado escrito en LDD sobre ensamblador ARM64, que arranca Linux 6.6, compila SQLite, Lua, zlib y doomgeneric y se recompila a sí mismo byte a byte. 1 persona · ~230 h · 42 días · $100/mes de IA; el equivalente de Anthropic: ~$20,000 USD y 16 agentes.
Ecosistema Vitalia Care (HealthTech)
Plataforma SaaS de Continuity of Care (CoC). Diseñada conforme a las normativas mexicanas NOM-004/NOM-024 y LFPDPPP, alineada a HIPAA (EE.UU.), con orquestación de agentes de IA para el seguimiento automatizado de pacientes ambulatorios.
Citadel Core & Shaker Citadel (FinTech Core & Banca Móvil)
Core bancario en Go (19 microservicios, GraphQL federado, contabilidad CNBV) con sucursal móvil de alta seguridad: HSM FIPS 140-2, biometría FIDO2 y cumplimiento CNBV FAC4 con reducción comprobada del 78% en fraude. Escrito en LDD (278 fuentes weft).
SAAS GRP (GovTech & ERP)
GRP gubernamental con cumplimiento de auditoría federal (CONAC/LGCG). Construido con agentes de IA bajo TraceOps en 100 días: 899 incrementos verificados, 87 módulos, ~1,344 pruebas y validación con usuarios sintéticos (Gens).
¿Listo para escalar tu plataforma al siguiente nivel?
Agenda una sesión de consultoría técnica para evaluar la madurez de tu infraestructura y definir el roadmap de tu crecimiento.
linuxopensource.org Email: alexisreal@gmail.com
Alexis Real Santillán
AR Logo

ALEXIS REAL SANTILLÁN

SERVICES PORTFOLIO

Forward Deployed Engineering | Cloud & AI Architecture (TraceOps) | Critical Infrastructure

> DATE: SEPTEMBER 2026
[ STRATEGIC VALUE ]
We turn technology into the engine of your business growth
In a hyper-competitive business environment, technology cannot be just a support area; it must be your company's unfair advantage. With over 15 years orchestrating mission-critical projects in the FinTech, HealthTech, and GovTech sectors, I offer elite technological solutions designed to scale operations, shield data, and multiply profitability. I don't build traditional software; I build intelligent and unbreakable digital ecosystems.
[ SERVICES CATALOG ]
1. Forward Deployed Engineering & AI-Augmented Principal Architecture
World-class architectural design and execution using AI agent systems to accelerate deployments.
  • Architecture Design: I translate critical requirements into secure, scalable, and fault-tolerant infrastructure.
  • TraceOps Execution: Accelerated development and automation operating hybrid pods (engineers + AI agents). Evidence: 899 verified increments in 100 days on a GRP with 87 modules and ~1,344 tests.
  • Literate Driven Development (LDD): The foundation of how I build. Documentation and code come from the same weft file, so they never drift. Its proof: kcc, a C compiler that boots Linux, written this way by one person with AI for $100/month. Citadel Core is built the same way.
  • Embedded delivery (FDE): Senior engineers inside your operation for 4 to 12 weeks, with a production system and a trained team at handoff. Binational Mexico–US team (Sacramento, CA) for US clients.
  • Hyper-productivity: Use of proprietary AI ecosystems (TraceOps, Sapiens, and Gens) to drastically accelerate software delivery, code auditing, and deployment times.
AI-Augmented Engineering
2. Cloud Architecture, SRE & High Availability
If your platform goes down, you lose money. We design infrastructures that don't fail.
  • Cloud Design & Migration: Cloud-native architectures on AWS, Azure, and IBM Cloud ready to support millions of transactions without latency.
  • SRE & DevOps Optimization: CI/CD pipeline implementation, infrastructure as code (Terraform) automation, and Docker/Kubernetes orchestration.
  • Cost-Effective Scalability: Auditing and redesigning your current infrastructure to maximize performance while reducing monthly cloud spend.
Cloud Architecture
3. Cybersecurity & Regulatory Compliance
We protect your most valuable asset. Solutions designed to pass strict audits.
  • Zero Trust Architectures & SecOps: Implementation of cutting-edge authentication (Passkeys, FIDO2, Biometrics) and server hardening.
  • Specialized Regulatory Compliance: Proven experience designing platforms to the HIPAA (USA), NOM-004/024-SSA3 (Mexico), CNBV FAC4 (Financial), and CONAC frameworks.
  • Audits & Prevention: Forensic analysis, pentesting, and deployment of HSM FIPS 140-2 modules and high-security cryptography.
Cybersecurity
4. Generative AI Integration & Automation
Let AI do the heavy lifting. Turn manual processes into intelligent automated workflows.
  • Custom Autonomous Agents: Creation of AI ecosystems (LLMs, deterministic RAG) connected to your company's data, with zero data egress, to automate customer service, data analysis, or operational processes.
  • Process Modernization (RPA): Identifying bottlenecks in your value chain and deploying intelligent software to resolve them autonomously, 24/7.
  • Validation before production: Synthetic users, behavioral QA, and market digital twins (Gens · Prime Radiant) to test the solution against your live system before launch.
AI Integration
5. Complex Software Ecosystems Development
From idea to billing. "Bulletproof" digital products.
  • Omnichannel Development: Architecture and supervision of Mobile Apps (React Native, Flutter) and Web Apps (Vue.js, Node.js) development.
  • Mission-Critical Platforms: ERP systems, Traceability solutions (Blockchain, Hyperledger), telemedicine platforms, and mobile core banking.
Software Ecosystems
[ WHY WORK WITH ME? ]
  • Exponential Speed: My AI-driven methodology allows me to achieve in weeks what takes traditional teams months. The proof: with LDD, one person built a C compiler that boots Linux for $100/month of AI.
  • Hybrid Vision (Business + Code): I perfectly understand the P&L. Every line of code or architectural decision I approve has a clear objective: Increase revenue, reduce costs, or mitigate risks.
  • Regulatory Backing: I have built transactional and clinical record platforms that operate at state and federal levels without a single audit failure.
[ PROPRIETARY PLATFORMS & SUCCESS STORIES ]
kcc — C Compiler Written as Literature (Literate Driven Development)
The proof of the methodology I build with: a self-hosting C17 compiler written in LDD over ARM64 assembly that boots Linux 6.6, compiles SQLite, Lua, zlib and doomgeneric and recompiles itself byte-for-byte. 1 person · ~230 h · 42 days · $100/month of AI; Anthropic's equivalent: ~$20,000 USD and 16 agents.
Vitalia Care Ecosystem (HealthTech)
SaaS platform for Continuity of Care (CoC). Engineered to Mexican NOM-004/NOM-024 and LFPDPPP regulations, aligned to HIPAA (USA), with AI agent orchestration for automated outpatient monitoring.
Citadel Core & Shaker Citadel (FinTech Core & Mobile Banking)
Complete Go core banking platform (19 microservices, federated GraphQL, CNBV compliance) integrated with a high-security mobile branch. Hardware HSM FIPS 140-2 cryptography, FIDO2 biometrics, and CNBV FAC4 compliance with proven 78% fraud reduction. Written in Literate Driven Development (278 literate weft sources).
SAAS GRP (GovTech & ERP)
Government GRP compliant with federal audit regulations (CONAC/LGCG). Built with AI agents under TraceOps in 100 days: 899 verified increments, 87 modules, ~1,344 tests, and continuous validation with synthetic users (Gens) across 11 domains.
Ready to scale your platform to the next level?
Schedule a technical consulting session to evaluate the maturity of your infrastructure and define your growth roadmap.
linuxopensource.org Email: alexisreal@gmail.com
Alexis Real Santillán