Vetted Directors in the Bay Area

“Built and deployed a production RAG-based semantic search and summarization system for large legal/technical document sets, owning the full backend (embeddings, vector store, chunking, prompting) and driving a reported 40–60% reduction in manual review time. Experienced with LangChain/LlamaIndex plus Airflow/Temporal-style orchestration, and applies rigorous evaluation/monitoring (A/B tests, drift detection, staged rollouts) to keep agentic systems reliable. Also partnered with a supply-chain manager at TE Connectivity to deliver an AI inventory recommendation tool projected to drive millions in value.”

“Led an end-to-end regional sourcing strategy at AMAT for consumables and high-value critical parts, including risk/mitigation planning, cross-functional execution, and executive-level reporting. Successfully influenced internal business unit leaders to shift procurement away from captive suppliers by validating and improving regional supplier capability and reliability, while building a repeatable playbook for the team.”

“Real Estate & Construction professional at Analog Devices who built a cross-functional "single source of truth" system (Excel to Smartsheet) integrating tools like CoStar and Conga. Previously co-founded a Shanghai-based communications coaching consultancy serving eBay middle managers, handling incorporation, branding/marketing (including WeChat), office negotiation, and growth through increased class frequency and mentoring.”

“Founder/CTO who built and shipped a consumer subscription-bundling platform end-to-end (architecture, implementation, testing) and scaled it to thousands of customers and major partners. Previously led a major reliability overhaul at Chan Zuckerberg Initiative for a Google-Docs-like ed-tech product—boosted observability, introduced incident management, and migrated to a Docker-based scalable architecture. Heavy user of AI tools (Cursor/Claude) for development, testing, and code review, with a strong bias toward lightweight, fast-moving execution.”

“Former COO turned President at United Infrastructure Group who helped scale the company from $80M to $450M in revenue (100 to 900 employees) while building an integrated operations/finance operating system using COINS, Power BI, and custom modules. Known for data-driven operational diagnostics (audited financials, project benchmarking) and for leading complex system integrations (including COINS + Tenna) to deliver real-time dashboards and measurable efficiency gains.”