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Krishna User

@krishnas8

Product Manager building AI-native B2B SaaS in regulated domains, turning discovery into shipped, measurable business impact.

India

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What I'm looking for

I’m looking for remote product roles where I can lead 0→1 discovery and ship AI-native B2B features in regulated domains, aligning delivery to OKRs across engineering teams with measurable business outcomes.

I’m a Product Manager with 4 years shipping AI-native B2B SaaS in regulated domains. I build roadmaps from first principles—using 0 to 1 discovery and user research to pivot product strategy early, including 20+ clinical discovery interviews that unlocked a $500K+ ARR impact and killed $1M in engineering waste before development started.

I’ve delivered LLM+RAG outcomes with human-in-the-loop validation, including an 88% reduction in per-quote data entry and a 65% analyst throughput lift (190 to 314 quotes/month) with zero additional headcount. I’ve owned OKR / KPI-aligned delivery across three engineering teams, authoring 200+ user stories and acceptance criteria, and translating insights into commercial narrative—identifying $5–7M annual savings potential and driving adoption within 90 days.

Experience

Work history, roles, and key accomplishments

Current

Product Owner

Current

Symplr

Aug 2025 - Present (8 months)

Delivered an LLM+RAG quote automation system, cutting per-quote data entry by 88% and speeding turnaround by 38%, while increasing analyst throughput from 190 to 314 quotes/month with human-in-the-loop HIPAA validation. Owned a 12-sprint WSJF-prioritised roadmap across three engineering teams, authoring 200+ user stories and balancing AI feature delivery with GRC compliance.

LLM RAG Human In The Loop HIPAA compliance Product Roadmapping WSJF Jira User Stories

Senior Business Analyst

Quantiphi

Feb 2022 - Aug 2025 (3 years 6 months)

Built a 0-to-1 FDA SaMD-compliant radiology AI platform for Bayer, running 20+ clinical interviews across 15+ hospital systems and improving NLP accuracy from 68% to 88%, contributing $500K+ in new ARR within 6 months. Scoped clinical data processing automation that eliminated 4,000+ annual labor hours and identified PHI/PII regulatory blockers to avoid $1M in wasted engineering spend.

NLP A B Testing UX Research GCP