Hilal Alpak

I'm building multi-agent and end-to-end LLM applications at Kairu, establishing LLMOps pipelines and supporting reliable production AI systems. My projects include CairnOps, a LangGraph-based expedition planning platform that combines RAG, deterministic safety scoring, LLM reasoning, evaluation, observability, and GKE deployment.

I've also delivered machine learning solutions across healthcare, biomedical, sports science, finance, and forecasting through Upwork. With a healthcare background and experience mentoring data science learners, I bring a practical, patient-centered approach to production ML, evaluation, cloud infrastructure, and analytics workflows.