At Western Digital, I architect and ship AI/data platforms that turn complex manufacturing and enterprise knowledge into production decisions. My cloud-native RAG platform reached 1,000+ users and cut knowledge-discovery time from 40+ hours to seconds.
I lead multi-site delivery across global manufacturing operations, standardizing ML workflows, deployment patterns, and monitoring practices that helped increase throughput from 30K to 32K units per day. I also built controlled agentic AI systems for machine-parameter recommendations and productionized risk detection for defect patterns tied to approximately $12M in annual losses.
I bring hands-on experience across Python, AWS, LangChain, pgvector, TensorFlow, Docker, Kubernetes, and edge computer vision, and I enjoy taking systems from problem framing through adoption. I've also mentored seven Master's-level interns through deployment and handover.
