Artificial Intelligence

• Land 2–3 design‑partner pilots in a video‑sensitive category (beauty, appliances, home, footwear) with a clear success metric: relative PDP conversion lift with exposure targets.
• Ship an MVP on‑page module with transcripts, rights metadata, safety gating, and analytics wiring.
• Run a clean experiment: randomized holdout, weekly reads from exposure → plays → add‑to‑cart → purchase; interim lift with confidence bands.
• Seed creator supply: 50–200 rights‑cleared clips across 20–40 SKUs; ≥30% pass quality thresholds and are mapped correctly.
• Define and deliver a read‑only API/MCP so agents can retrieve ranked clips or transcript snippets with license terms and provenance; basic usage metering live.
• Package compliance: standard license presets, disclosure UX, and a one‑pager for retailer legal.

Founder in Residence – UGC, AI Shopping Innovation

Patent Engineer – AI/ML, Kernel & High-Performance Compute

Patent Engineer – AI/ML, Kernel & High-Performance Compute

AI Catalyst

Senior Director Analyst, Healthcare Technology and AI Markets

AI Intern