I help companies pick the right AI use case, then ship it - from LLM-powered features and RAG systems to agentic workflows and automation. I prefer projects where AI replaces real friction, not where it's bolted on for the demo.

Most engagements start with a short discovery sprint (1-2 weeks) to pressure-test the idea and define success metrics. From there it's usually a fixed-scope build or an ongoing weekly engagement. I'm hands-on - I write code, not just slides.

Yes - especially when the team needs a senior pair of hands to ship an AI feature without burning months on R&D. I'm pragmatic about scope and budget.

OpenAI, Anthropic, open-weights via vLLM / Ollama, LangChain / LlamaIndex when useful, .NET and Python on the backend, plus the usual cloud suspects (Azure, AWS, GCP). I pick tools that fit the problem - not the other way around.

I usually have a 30-minute intro call within a few days of your message. If we're a fit, work can start within 1-2 weeks.