I'm Tom — designer turned systems engineer turned AI/MLOps engineer. Building the project that connects all three.

I build and ship production-grade ML pipelines, design agentic AI systems, and integrate LLMs into real workflows. Background in IT infrastructure means I think about reliability, observability, and scalability from the first line of code — not as an afterthought.

Currently: MLOps, end-to-end deployment, and autonomous agent development. Stack includes Python, FastAPI, Qdrant, MLflow, CatBoost, XGBoost, LightGBM, Evidently, Langfuse, N8N, and RAG architectures.