At Hookcut, I founded a trailer and short-video editing service for indie game studios and gaming creators. I built an automated Python/FFmpeg production pipeline with AI coding tools, including automated quality checks.
At INGLASS, I ran daily operations and production planning, led a team of five, and managed procurement and imports across key suppliers. I also built Priority ERP and Excel reports to expose bottlenecks and support delivery planning.
At APPUSH and Brightcom, I monitored programmatic campaign revenue, delivery, and fill-rate KPIs, and investigated tracking and delivery discrepancies with engineering teams and ad platforms. At Redwood International Sports, I led a five-person data QA team on a project and investigated live data discrepancies across leagues and competitions.

