AI engineering
Production-grade LLM applications: retrieval-augmented generation, structured extraction, evaluation pipelines, and deployment that scales.
AI engineering and consultancy
Zermion.ai designs and builds production AI systems — from autonomous agents and agentic workflows to proven machine learning models that move your business forward.
Production-grade LLM applications: retrieval-augmented generation, structured extraction, evaluation pipelines, and deployment that scales.
Custom agents and multi-step workflows that plan, act, and recover — connected to your systems and data, with guardrails, observability, and humans in the loop where it matters.
Fractional AI director support: AI strategy, roadmaps, team building, vendor and build-vs-buy decisions — from someone who has led AI teams.
Classification, forecasting, recommendation, and anomaly detection — the right model for the problem, not just the newest one.
A long-standing fascination. Keen to collaborate where modern AI meets the physical world — perception, learning-based control, and simulation. Let's build something together.
Zermion.ai is the freelance practice of Fréderic Godin, a former AI director and hands-on AI engineer specializing in agentic systems, AI agents, and machine learning. I combine leadership experience with engineering depth, so strategy and implementation stay connected. I have a PhD in AI and have been working in Conversational AI for 15 years.
Exploring agents, LLMs, or machine learning for your business? Send a short note and I'll get back to you.
hello@zermion.ai