AI PM who ships production systems, not demos
I've taken CV validation from 12-hour manual reviews to 15-minute automated checks across 22 clusters, and collapsed credit memo prep on a ₹40,000 Cr portfolio from days to hours. I build AI that moves numbers.
What I Build
I've shipped AI systems that eliminated 12-hour manual review cycles, collapsed multi-day financial workflows to hours, and put real-time intelligence in front of ops teams managing hundreds of sites. I don't build proofs of concept — I build things that run in production.
I combine platform-level product thinking with rapid prototyping and full-stack execution, which lets me design the system and ship the solution end to end.
Professional Journey
Product Manager, AI Systems
Stanza Living- Built CV validation pipeline cutting review time from 12 hours to 15 minutes across 22 coliving clusters
- Shipped LLM-powered ops tooling for voice, video, attendance, and housekeeping used daily by 300+ staff
- Delivered real-time reporting system that eliminated T+2 day reporting lag across all city operations
Assistant Product Manager
Power Finance Corporation Limited- Collapsed monthly credit memo preparation from days to hours across a ₹40,000 Cr loan portfolio
- Shipped entity-resolution and risk scoring models on legacy loan data powering ₹500 Cr+ allocation decisions
- Delivered executive dashboards giving senior leadership real-time portfolio health visibility for the first time
Cofounder & Product Lead
Brahmagupta Edu Pvt. Ltd.- Launched an AI-driven adaptive learning platform improving engagement by 40%
- Built recommendation engines and analytics-based marketing pipelines
- Led an 11-member cross-functional team through validation → MVP → scale
Education
Certifications
Achievements
Featured Work
Interactive showcase of recent AI deployments.
My Approach to AI Products
Evaluation
Rigorous benchmarking using RAGAS, custom gold sets, and LLM-as-a-judge patterns.
Guardrails
Implementing content filters, PII detection, and adversarial testing for safe deployments.
Probabilistic Success
Building systems that degrade gracefully and manage high levels of output variability.
Strategic Writing
Let's talk
I'm open to senior AI PM roles, advisory engagements, and select consulting projects. Best way to reach me is a direct email or a 30-minute call.