I'm a Product Manager with four years shipping AI-native B2B SaaS across healthcare GRC, clinical workflows, and enterprise retail. My background is in applied product thinking — the unglamorous parts: discovery, prioritization, regulatory sign-off, and killing the things that shouldn't ship.

I've spent most of my career in domains where compliance is existential and the metrics have to be defended, not invented. That's shaped how I work. I prefer controlled automation over autonomous agents, behavior over opinion, and a written kill memo over a polite silence.

Outside of work I read too much philosophy of science, cook irregularly, and keep a small notebook of product failures — mine and other people's — as a running reminder that shipping is the easy part.

Experience

Aug 2025 — Present
Product Owner
Symplr · Enterprise GRC SaaS · Bangalore
  • LLM + RAG quote automation. 88% less data entry, 38% faster turnaround, 1.65× analyst throughput.
  • $5–7M savings identified for enterprise hospital client through clinical AI POC.
  • Zero SLA breaches across cross-functional roadmap and defect triage.
  • Pendo + WSJF prioritization driving multi-product platform consolidation.
Feb 2022 — Aug 2025
Senior Business Analyst
Quantiphi · AI-first digital engineering
  • 0→1 clinical AI platform. FDA SaMD, multi-tenant. NLP 68→88%, $500K+ ARR in 6 months.
  • 4,000+ manual hours/year eliminated via clinical workflow automation.
  • $1M engineering spend avoided — recommended termination of a non-viable AI initiative in discovery.
  • 42% cart abandonment reduction on enterprise retail platform via UX research + A/B testing.

Capabilities

Product strategy
0→1 discovery Roadmap definition WSJF / RICE GTM sequencing Kill-memo artifacts
AI & regulated SaaS
LLM + RAG HITL architectures Gemini GPT Claude FDA SaMD HIPAA GDPR Prompt tuning Eval loops
Execution & tools
SAFe Agile Pendo Analytics JIRA Azure DevOps Figma Miro Postman API validation

Recognition

Symplr. Dream Team (cross-product delivery), Consider It Done (autonomous execution), You Make a Difference (AI POC delivery in Spend & Evidence Analysis).

Quantiphi. Kaizen (delivery excellence), Justice League (cross-functional impact), SPOT (client impact).

Certifications. SAFe 5.0 Product Owner / Product Manager · Google Associate Cloud Engineer · Google Cloud & Cybersecurity.