AI Management &
Backend Systems Consultant

I build solutions for high API costs, LLM cost, and latency issues, and I integrate methods that often don't need an LLM at all. Most of the time, what you actually need isn't another model, it's a simple algorithm and a developer who knows which one to implement. I founded and manage EncoderTima on that idea.

To be honest, I do use AI to help me build. I build, fix, and improve systems for startups and businesses facing AI or LLM cost and latency problems, and I always start with the most important question: Why do we need an LLM here at all?