Hi there, I'm Egor Yolkin 👋

AI Systems Engineer focused on RAG pipelines, LLM orchestration and production AI infrastructure. Moving deeper into ML / NLP.

Core stack

• Python
• RAG systems: Qdrant, embeddings, chunking, reranking, hybrid search
• LLM orchestration: LangChain, LangGraph, AI agents
• MLOps / Infra: Docker, Kubernetes, Grafana, Prometheus, Loki
• SQL & NoSQL

Interested in

• Production RAG & Agentic systems
• LLM evaluation & inference optimization
• ML / NLP research and applications
• Developer tools / CLI