I identify and validate high-value enterprise problems, then take AI agents from prototype to reliable production. I combine product judgment with hands-on execution across discovery, evals, tool use, human oversight, rollout and adoption.
Centralized documents scattered across onboarding, assessments, reviews and workflows into one searchable, traceable repository.
Designed a supplier portal where vendors could reuse documents and data across engagements, share a trust center during evaluations and self-assess their compliance posture.
AI voice agent responds to buyer inquiries in under 60 seconds
Validated · $0 budget · 2 unsolicited demo requests
Iro AI 04Door unlock triggers AI walkthrough
99% accuracy · 60+ guests · organic referral at launch
Iro AI 05Hospitality AI receptionist
95% accuracy · ~300 calls/day · approved for full handover
Lohono Stays 06AI calls founders and books mentor slots
82.5% scheduled in first call · 100% completion · 0 manual calls
Build3