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