At Certa, I owned AI product work across a vendor trust and compliance platform and a document intelligence layer for TPRM teams. I shaped a traceable evidence experience for finding documents, tracking history, managing renewals, and accessing extracted insights.
At Iro AI, I built and deployed AI voice systems for three paying clients. The hospitality Night Shift Agent shipped as a five-agent orchestration system and was approved for full handover; the recruiting Scheduling Agent achieved 82.5% scheduling in the first automated call, with 100% completion and zero manual calls.
At Terra, I owned the product lifecycle for 14+ consumer games, with the top three titles reaching 457K+ combined plays and ranking Top 3 on the platform. At 5C Network, I redesigned editor workflows to reduce rework by 40%; earlier, at Engineering OneTrust, I built and tested React frontend systems and a whistleblower-reporting product.

