Lead AI/ML Engineer and Research Scientist with a PhD in Computer Science and over 10 years across academia and industry. I take machine learning from first experiment to production: medical signal and image analysis, computer vision, time series, and LLM and RAG systems. I have led teams of developers and researchers, supervised PhD students and postdocs, and published nearly 50 peer-reviewed papers.