I own AI systems end to end.

I got into production AI through retrieval and inference. At N6 Solution I built a RAG pipeline with multi-query expansion, decomposition, fusion, and reranking, and a FastAPI service answering live traffic in sub-second time.

Since then I've moved up the stack. At Revnix I'm the sole backend architect for rext.ai, and at TheBotLab I lead the architecture of a seven-agent Shopify platform, each agent with its own tools and error boundary across 40+ live integrations.

The common thread is keeping systems alive in production: state in PostgreSQL and Redis, retries and error boundaries at the right places, and a human approval step where judgment matters.

I also write the tooling I need. langctl is my open-source CLI for scaffolding and deploying LangChain and LangGraph agents, on PyPI with 14+ releases. Next up: AgentGenesis, a framework where agents configure and spawn other agents.