I'm a Lead Generative AI Engineer crafting agentic systems for the real world — multi-agent reasoning, RAG over messy enterprise data, and the unglamorous engineering that keeps it all running.
I'm a generative AI and full-stack engineer with 5+ years shipping production systems. Today I lead a Generative AI team at Perficient, where we architect agentic workflows that combine RAG, MCP, OCR and computer vision to automate the document-heavy work that actually moves enterprise businesses.
My day-to-day lives across the modern AI stack — LangChain, LangGraph, Azure AI Foundry, OpenAI, pgvector — backed by Python, FastAPI, Node.js and Vue/React on AWS and Azure. I care about the boring parts: latency, cost, evals, and the line where probabilistic systems meet deterministic UX.
Outside of work I speak and teach across the Latin American AI community — TribuAI, Pereira Tech Talks, AI Tinkerers Pereira — covering fine-tuning, RAG over Postgres, and agent design.
Leading a GenAI team building an end-to-end AI quote-generation platform for enterprise clients — OCR, computer vision, multi-agent reasoning and ML pricing models over technical documents and blueprints.
Architected the production multi-agent system serving 30k+ weekly users across Slack/Teams/Discord. Built RAG over team data with pgvector, cut 'I don't understand' responses ~30%, scaled to 80k+ intents/month.
Owned the full lifecycle of a crypto wallet & dashboard platform. Launched Benky's proprietary token on Solana. Promoted to Tech Lead within ~12 months.
Built backend APIs and React frontend for a blockchain-enabled fintech platform. Optimized DB queries and shipped blockchain payment integrations.
Delivered responsive sites and custom CMS solutions for local businesses. End-to-end ownership: requirements, build, deploy.