MARTIN SOSA

EST. 2014

▸ A FULL-STACK SOFTWARE ENGINEER APPEARS

Martin Sosa

Full-Stack Software Engineer

  • Focus: AI Integration
  • 📍 New York, NY
  • 6+ yrs · Fortune 500 → Independent

Full-stack engineer shipping production web and mobile in React 19 / TypeScript and Node.js / PostgreSQL — with LLM APIs (Claude, Gemini) behind real guardrails and self-hosted model infrastructure. Six-plus years deep in AI-driven document processing at a Fortune 500 insurer before going independent.

Stats & Loadout

Self-rated proficiency. Hover a bar for the gist.

Core Stats

  • Full-Stack 92
  • AI Integration 85
  • Frontend 88
  • Backend / DB 84
  • DevOps / Infra 78

Loadout

Languages

  • TypeScript
  • JavaScript (ES6+)
  • Python
  • SQL / PostgreSQL
  • PHP

Frontend & Mobile

  • React 19
  • React Native (Expo)
  • Tailwind CSS
  • Vite

Backend & Data

  • Node.js (Express 5)
  • PostgreSQL
  • Firebase

AI / LLM

  • Claude & Gemini APIs
  • LLM guardrails
  • Self-hosted (Ollama)
  • MCP

DevOps & Security

  • GitHub Actions
  • Docker
  • NVIDIA CUDA
  • Tailscale
  • JWT / bcrypt
  • Vercel

Quest Log

The active campaign. Headline work lives in private repos — happy to walk through the code.

Side Quests & The Archives

Earlier open-source adventures — fully explorable.

Chronicle

The campaign history.

  1. Jan 2025 – Present

    Independent Software Engineer

    Remote

    Full-stack product engineering and AI infrastructure — KODA, Ledes, and the Hermes self-hosted LLM stack (see the Quest Log above).

  2. Oct 2018 – Jan 2025

    Software Engineer

    Equitable — Secaucus, NJ (Remote/Hybrid) · promoted from Workflow Analyst

    Optimized the Python services powering Hyperscience, an AI-driven OCR platform parsing high-variance, semi-structured insurance documents — including incomplete and corrupted inputs. Refined the SmartFix classification algorithm and automated email-to-database and batch workflows with Python + SQL feeding Tableau dashboards.

    • +60% classification accuracy
    • −90% manual effort
    • −75% manual data entry
    • +60% uptime (<1% downtime)
    • −40% turnaround
  3. Origin

    Training

    B.S. Computer Science — Polytechnic Institute of NYU, 2014.
    Software Engineering Intensive Certificate — NY Code + Design Academy, 2018.

Make Contact

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