I help regulated enterprises turn fragmented data operations into trusted operating systems: governed, observable, audit-ready, and built for AI adoption. Across EY and FICO, I have led where engineering reliability, governance control, regulatory evidence, and business adoption meet.
At FICO I scaled data operations for 50+ enterprise clients, reduced production incidents by 95% in three months, protected 232M+ customer records per extraction cycle, eliminated $2M+ in recurring annual failure costs, supported $10M+ in platform ARR, and compressed onboarding from 4 weeks to 2–3 days with metadata-driven quality controls.
Since April 2025 I’ve run an independent data & AI governance practice — a Data Steward engagement via Toptal, production RAG systems, and a LinkedIn newsletter to 2,400+ subscribers — after a deliberate move to support family caregiving, now well-supported. I lead in AI governance, not just advise on it. See independent-practice deliverables.
I am open to Director and Head of Data Governance leadership — data governance, data quality, DataOps, metadata, and AI controls — in BFSI & other data-intensive domains. Bengaluru-based, immediately available, across India, UAE/GCC, APAC, and remote-first global teams.
GCC & PDPL governance perspective · EU GDPR & AI-Act perspective · Full EDP knowledge hub