LLM integration

An AI feature. Inside your product.

I connect language models to your application and tools. Useful features also need careful handling of data, errors, costs and the people using them.

Choose through a focused test

Compare options against your task and constraints. Behaviour, cost, latency and data handling guide the choice of model and provider.

APIs, structured responses, tools and permissions. Rate limits, interruptions and errors need predictable behaviour.

Evaluation cases, traces and usage tracking. Your team gets the code, tests and documentation needed to maintain the integration.

A first engagement

Choose a feature that is missing or underperforming. I can review the existing integration or build the first complete delivery.

Open to new projects

An idea, an integration or a project that needs another pair of hands. An email is enough to start; a polished brief can wait.

Remote projects · Europe, Latin America and beyond