Why people are the new mines and data is the new currency.

Keynote for computer engineering students on how data became a store of value, what new roles it creates, and how AI sits on top of strong data foundations.

Hands-on workshop on using AI tools in real product workflows.

Two-part workshop: part one on leveraging AI tools to build internal tools quickly, part two on startup building, VC basics, and agile/lean product development.

Shared founder lessons and AI/ops insights with Troylabs founders.

Delivered a talk at USC's Troylabs Accelerator on building AI-driven products, stitching together ops, and shipping quickly as a founder.

Panel judge for Troylabs pitch finals.

Served as a panel judge for the USC Troylabs Accelerator pitch competition. Awarded 1st place to Impeccable Chicken and 2nd place to Buffs.