
For engineers, analysts, and technical professionals who already work with data or software and want to move into production-grade AI/ML. I lead a healthcare AI team as a Senior AI/ML Engineer, with hands-on experience in LLM fine-tuning (PEFT/LoRA), RAG, multi-agent systems, and MLOps. We can dig into a problem you're hitting at work, review an architecture or pipeline before you build it, plan a transition into an AI/ML role, or pressure-test a system design. Come with your context and questions and we'll get straight to the useful part.