7+ years building scalable backend services and AI, ML systems; from transformers and RL to production-grade LLM applications.

Previously built high-traffic Go APIs with rate limiting, caching, and performance optimizations.

Currently focused on RAG systems and LLM fine-tuning pipelines.

I write about the problems I’m solving and the patterns I discover along the way.