I've spent my career at the intersection of enterprise technology and healthcare compliance. From migrating ML pipelines through FDA audits at Abbott, to building the first MCP-RAG knowledge platform for pharmaceutical content at Pfizer, I've learned that the hardest part of AI isn't the algorithms—it's shipping systems that work in production under real constraints.
The case studies use sanitized engagement structures, composite operating profiles, modeled estimates, and clearly attributed public product facts.
Based in New York, I work with healthcare organizations that need someone who understands both the technical depth of modern AI systems and the regulatory reality of deploying them in clinical and commercial environments.
