About
I started as a software engineer at HSBC, building compliance and bond-issuance systems. Whenever I built a feature, I'd think about how it would land with the customer, and I'd recommend what else needed to change to make the experience better. I wanted to spend my time on those customer problems, so I moved into product management.
I led the self-serve Investor Portal at BNY and now build AI and platform products at JPMorgan Chase. Having been an engineer, I can go deep on architecture with my teams while keeping the focus on what changes for the customer.
How I Work
See the whole system first
I map the entire ecosystem (users, upstream and downstream systems, compliance and operations) before changing one part, so decisions hold up beyond the feature. At JPMorgan Chase that means a platform connecting 250+ systems across Fraud, Risk, Servicing and ML.
Measure from day one
I define success metrics and tracking before launch, not after. At BNY, adoption dashboards showed where users struggled and set backlog priorities. Even this site is instrumented.
Treat compliance as a design input
In regulated products, trust is part of the experience. I bring Compliance and Risk in early and design guardrails like rate limiting, audit logging and fail-safes in from the start.
Skills
Product
Roadmapping & Prioritization, Go-to-Market, User Research, Prototyping & Usability Testing, Success Metrics
AI
LLM Agents, Prompt Design, Human-in-the-Loop Workflows, AI Accuracy Evaluation
Technical
SQL, Python, APIs, Event-Driven Systems (Kafka), System Design
Analytics & Tools
Mixpanel, Tableau, A/B Testing, JIRA, Figma, Claude Code
Leadership
Co-led the Community Pillar – Women in Engineering at BNY, facilitating mentorship, events, and professional development for 200+ members.
Education
Weekend MBA (PGPEM)
Indian Institute of Management Bangalore
2026 - 2028 (expected)
B.E. (Computer Science)
Rajiv Gandhi Proudyogiki Vishwavidyalaya, Indore
2014 - 2018
Certifications & Recognitions
Generative AI and Agentic AI with Business Applications
IIM Bangalore, June 2025
Professional Scrum Product Owner I (PSPO I)
Scrum.org, November 2024
SAFe Product Owner/Product Manager (POPM)
Scaled Agile, April 2023
Pat on the Back Award
HSBC