Design, prototype, and ship applied ML/AI systems that integrate multi-source clinical and scientific data to improve clinical trial design. Build generative-AI and agentic systems, production-grade Python services (containers, APIs, CI/CD), and evaluation/guardrails for regulated environments while communicating findings to technical and non-technical stakeholders.