Design and scale manufacturing data ecosystems and production-grade analytics. Lead AI/ML modeling, agentic workflows, and automation pipelines to solve yield, maintenance, and supply-chain problems. Define data architecture, enable real-time analytics and digital twins, translate insights to business outcomes, and mentor cross-functional teams while communicating results to senior leadership.

Lead design and implementation of agentic and multi-agent AI systems for manufacturing and enterprise use. Build scalable AI platforms (orchestration, RAG, vector/graph DBs, knowledge graphs), mentor teams, drive AI governance, prototyping, and production deployments to deliver measurable business value.