At Foxconn Consulting, I took Cova, a family-focused LLM, from concept to 2,000 beta users. I shaped its hybrid local/cloud model routing, eval-gated child safety, and token-based pricing.
For Ceer Motors, I specified connected vehicle features and helped hold four consecutive ship dates across 10 IVI products. I also led a 21-person cross-functional team working across four countries.
At General Motors, I owned roadmaps for Digital Key and other connected services across platforms serving more than 2 million active devices. I secured investment with business cases projecting $15M+ in incremental revenue and co-invented a published Digital Key privacy patent.
I started in engineering, building embedded software and fault-detection algorithms at General Motors and Bosch. Today, as a co-founder of AutopilotLabs, I work on AI agents and workflow automation for SMBs, including a live scheduling agent for a music school.

