I build AI agents and multi-step LLM pipelines that do real work: tool-calling agents with LangGraph, ranking, embeddings and clustering, LLM-as-judge checks, streaming UIs and retryable background jobs. At AIClicks I rebuilt prompt discovery as a multi-step LLM pipeline; on my own I built AutoMixPilot, an end-to-end AI music-video pipeline, and MindFlow AI, a LangGraph mind-map agent.