ALEXIS REAL SANTILLÁN

{
  "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 GRP ($2.4M USD savings, 1,245 increments, 89 modules, 3,100+ tests); 15-year national commercial plan simulated via Gens Prime Radiant (ESTUDIO-AOG-GENS-PR-2026-003).",
        "Digital Twins & Market Simulation: Built Prime Radiant (Gens) — 200,000-agent population twins across 40 scenarios for loyalty network (MX/PE) and 15-year stochastic financial simulation for GovTech GRP.",
        "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 & Digital Forensics: Administered 300+ workstations and IBM 'Big Mamma' HPC Cluster for 20 years at UMSNH; author of 'Anatomía Forense de una Intrusión' (181 pp. forensic book, ISO/IEC 27037 & NIST SP 800-86; https://github.com/alexisreal/forensic_book)."
      ]
    },
    "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; 1,245 verified increments in 139 days, 89 modules, more than 3,100 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, 300+ scientific workstations, and author of forensic intrusion investigation book" }
    ],
    "proprietary_frameworks": [
      { "name": "TraceOps", "what": "Human+agent pod governance: file-based memory, executable gates, provenance", "status": "In production use; evidence: 1,245 verified increments / more than 3,100 tests in 139 days (GovTech GRP), 248 increments / 3,278 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). LDD-Audio: C++20/Qt 6 desktop audio editor delivered in 3 days with a 228-page book from the same source", "built_with_it": "Citadel Core (278 literate sources, 19 Go services); TraceOps literate gates", "tool": "https://github.com/temo-pacheco/weft", "verify": ["https://literatedriven.com", "https://github.com/LiterateDrivenDevelopment/kcc", "https://github.com/LiterateDrivenDevelopment/ldd-audio-project"] }
    ],
    "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/DFIR depth with 15+ years of cloud architecture; published author in digital forensics (ISO/IEC 27037); 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."
    }
  }
}