AI Solution Architect & Full-Stack Engineer based in NYC.

I build AI-powered business systems end to end, from agent orchestration and backend integrations to the interfaces and workflows people actually use.

With a background as a founder and software engineer, I focus on solving real business problems through thoughtful architecture, practical AI, and complete software products.

🤖 Odoo AI Agent Production-Grade Voice-Enabled ERP Assistant → live demo

A voice-enabled AI agent that connects natural language to real business workflows in Odoo ERP.

Built as a multi-tenant SaaS application, combining a Next.js frontend with a FastAPI backend orchestrating a 21-node LangGraph agent.

• Agent architecture: Keyword-first routing, LLM fallback, query planning, validation and execution.
• Controlled actions: Entity resolution, clarification workflows and confirmation-gated CRUD.
• Production-oriented engineering: Multi-tenant authentication, role-based access control, SSE streaming, computed analytics, OCR, exports and Stripe billing.
• Voice interface: Speech-to-Text (Groq Whisper) + Text-to-Speech (Kokoro ONNX) with synchronized streaming
• Quality engineering: 2,000+ unit/characterization tests and 180+ documented end-to-end evaluation scenarios.

Stack: Next.js · React · FastAPI · LangGraph · PostgreSQL (Checkpoints) · Odoo XML-RPC

🎯 TalentGraph AI-Powered Voice Recruitment Platform → live demo

A full-stack recruitment platform built around a LangGraph agent, combining candidate screening, recruiter workflows, resume analysis, and conversational AI.

• Agent orchestration: 34 specialized nodes, conditional routing, and optimized fast paths.
• Multi-model architecture: OpenAI and Anthropic models for different tasks.
• Workflow automation: MCP integrations for Google Calendar and Gmail.
• Real-time experience: Streaming conversations, voice interaction, and PostgreSQL-backed agent state.

Stack: Angular 19 · FastAPI · LangGraph · PostgreSQL · MCP

📚 AI-Trainer-Teacher Intelligent RAG-powered Educational Platform → live demo

An AI-powered educational platform combining document-grounded assistance, adaptive assessments, and course management.

• Context-aware RAG: PDF retrieval with section-specific filtering and question reformulation.
• Adaptive assessments: Timed exams, automatic saving, and session recovery.
• Learning management: Administrative dashboards for courses, educational content, exams, and student progress.

Stack: Angular 19 · FastAPI · LangChain · Firebase · Vector Search

🎙️ Adaptive Restaurant ASR

An exploration of bilingual Spanish/English speech recognition in noisy restaurant and drive-thru environments, using noise diagnostics, model adaptation, and evaluation pipelines.

🍔 Menu Detector — Deterministic Speech-to-Order Interactive Demo

A confidence-aware pipeline that transforms noisy speech-to-text output into structured restaurant orders validated against a known menu. It handles corrections, bilingual phrasing, and ambiguous items without silently guessing. The Menu Detector implementation is private.

Also on the shelf: LangGraph agent templates (6 production-ready agentic patterns) · OAuth 2.0 & JWT deep-dives (PKCE, Auth Code, real-world API integrations).

• 📍 Based in New York City.
• 🚀 Former founder with a product-oriented approach to engineering.
• 🌎 Fluent in English, French, and Spanish.
• 🇺🇸 Authorized to work in the U.S. without sponsorship.
• 🧠 Interested in agentic engineering, system design, and building software that solves real problems.

📧 info@mart-in.us · LinkedIn · Portfolio · Certifications

"The quick shall inherit the earth. I ship clean, performant code every week — measured, not assumed."