Guglielmo P.

AI Agents, Chatbots & Workflow Automation | Production AI Engineer

Most AI projects die in the gap between a demo that impresses and a system that survives real users. Closing that gap is what I do. I build AI agents, chatbots and automations that run in production: connected to your real data, wired into the tools your team already uses, and still standing after the first thousand messages. WHAT I BUILD • AI agents that actually do the work. Multi-step reasoning, tool calling, and the guardrails that stop them going off-script or running up your bill. • Chatbots that answer from your own documents, with the source attached to every answer and an honest "I don't know" instead of an invented one. • Workflow automation, n8n or custom, that removes the task nobody on your team wants to do twice. • AI built into the app you already have, rather than a separate toy nobody opens. WHY CLIENTS KEEP COMMISSIONING I ship on rails. A written plan before I touch code. Staging before production. Numbers you can verify instead of adjectives. I name my own bugs before you find them, and I will tell you when a feature is not worth building, which costs me money and saves you more. My last client commissioned continuously for five months and wrote this: "one of the most substantive technical collaborations of my career." HOW I WORK Fully asynchronous, entirely in writing. No calls, no standups, no scheduling across time zones. You get updates you can read at 2am and forward to your team, and every decision stays on the record instead of evaporating in a meeting. Stack: Python, FastAPI, Next.js, PostgreSQL, pgvector, Docker, OpenAI and Anthropic APIs, Stripe. MIT Professional Education certificate in Large Language Models. Background in security, which mostly shows up as systems that fail closed instead of loudly. Tell me the outcome you need and what is currently in the way. You get back a scoped plan with a fixed price, usually same day.