01 / Service
AI-powered product development
From a promising model to a product people actually use.
Overview
Most AI initiatives stall somewhere between the notebook and production. I lead the engineering that closes that gap: scoping the product, designing the architecture, building the full-stack application and standing up the infrastructure that runs models reliably — the same way we ship for Impossible Code’s clients.
What’s included
- 01Product discovery and technical scoping
- 02LLM and machine-learning integration: chatbots over internal data, retrieval, agents, predictive models
- 03Full-stack web application build: Python (FastAPI) and TypeScript/Node on the back end, Vue or Astro on the front, PostgreSQL underneath
- 04Evaluation, monitoring and cost control for AI features
- 05Cloud infrastructure, CI/CD and hand-off to your team
Who it’s for
Companies with a real use case for AI that need a senior engineering lead to turn it into working software — and founders building an AI-first product from day one.
Interested?
Let’s talk about AI-powered product development.
Tell me about the product, the team and the timeline. You will get a straight answer on fit, and a written proposal if it makes sense.