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Hey, I'm Martin πŸ‘‹

Full-Stack Engineer & AI Solutions Architect based in NYC.
I specialize in building autonomous AI agents and scalable web architectures. With a background as a 2x Founder, I bridge the gap between complex engineering and business impact.


πŸš€ Featured Projects

πŸ€– Odoo AI Agent Production-Grade ERP Conversational Interface

  • Developed a 21-node LangGraph pipeline enabling complex natural language interaction with Odoo ERP modules (Sales, Inventory, Finance, CRM).
  • Safe CRUD Operations: Implemented strict confirmation gates and interactive ambiguity resolution cards to ensure zero accidental data modifications.
  • Data-Driven UX: Features SSE streaming for real-time responses, integrated live analytics, and automated Excel/PDF reporting engine.
  • Architecture: Next.js 16 (React 19) + FastAPI + LangGraph + Odoo XML-RPC.

🎯 TalentGraph AI-Powered Recruitment Platform β†’ live demo

  • Developed a 34-node LangGraph agent with a multi-level detection system for ultra-low latency (<10ms for Fast Paths).
  • Multi-modal I/O: Integrated Speech-to-Text (Groq Whisper) and Text-to-Speech (Kokoro ONNX) with synchronized streaming.
  • Autonomous Workflows: Implemented MCP integration for automated Google Calendar scheduling and Gmail management.
  • Performance: Features Silent Loading and heuristic routing, achieving a 70% reduction in context-related latency.
  • Architecture: Angular 19 (Signals) + FastAPI + LangGraph + PostgreSQL (Checkpoints).

πŸ“š AI-Trainer-Teacher Intelligent RAG-powered Educational Platform β†’ live demo

  • Engineered a hierarchical RAG pipeline with dynamic page filtering, reducing irrelevant context by 70%.
  • Implemented history-aware question reformulation and Redis-backed session persistence for multi-turn learning.
  • Impact: Faster retrieval and higher precision by narrowing vector search scope to specific document sections.

🧩 LangGraph Agent Templates Production-Ready Agentic Patterns

  • A comprehensive repository of 6 core agentic workflows: ReAct, Orchestrator-Worker, Parallelization, and Evaluator-Optimizer.
  • Features modular architecture with Jinja2 prompting and PostgreSQL checkpointing for stateful conversations.

πŸ” OAuth 2.0 & JWT Flows Security Implementation Guide

  • Deep-dive implementations of Auth Code, PKCE, and Client Credentials. Real-world integrations with Spotify, Discord, and Twitch APIs using JWT.

πŸ›  Tech Stack

AI Engineering: LangGraph β€’ LangChain β€’ RAG Orchestration β€’ Model Routing β€’ Vector DBs (Pinecone/Chroma)
Frontend: Angular 19 (Signals/Standalone) β€’ React (Vite/Context) β€’ Vue.js β€’ Tailwind CSS
Backend: Node.js β€’ TypeScript β€’ Python (FastAPI/Flask) β€’ RESTful APIs
Data & Cloud: PostgreSQL β€’ Redis β€’ MongoDB β€’ Firebase β€’ Docker β€’ CI/CD (GitHub Actions)
Business Tech: Stripe API (Complex Subscriptions) β€’ OAuth 2.0 β€’ Product Analytics


⚑ Quick Facts

  • πŸ“ Based in NYC (Green Card holder, no sponsorship required).
  • 🏒 Former CEO & Founder: Ex-Drinkko & 4TIMP. I build with "Product Ownership" in mind.
  • πŸŽ“ Continuous Learner: Music conservatory background 🎸 β†’ 40+ Technical Certifications.
  • 🌍 Trilingual: English, French, Spanish (Fluent).
  • πŸ›  Workflow: Cursor & Claude Code power user (Agentic Dev workflow).

🀝 Let's Connect

πŸ“§ [email protected]
πŸ”— LinkedIn β€’ Portfolio β€’ Certifications


"The quick shall inherit the earth. I ship clean, performant code every week."

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