The full file. Skyflow is B2B SaaS privacy infrastructure — the AI Runtime Data Control Platform. I own the AI line end to end: discovery, spec, GTM, and the hard middle where research meets revenue.
Scale is the craft: payloads from 1KB to 10GB, JSON five layers deep or fifty, customers doing 2 requests a minute next to ones doing 6,000 — running across 50 GPUs and 100 pods without breaking. Taking "the model works" to "the system runs at scale" is where the real engineering lives, and my job is turning that into products customers understand and buy.
Along the way: judged AI hackathons at the AWS Builder Loft, ran the booth at Databricks Data+AI Summit, and wrote the thinking in public — some of it below.