All case studies

Product stories about the systems underneath the customer experience.

A closer look at the product judgment, system thinking, and delivery habits behind complex platform and workflow work.

Charitable Allowance foundation / Access and audit

Defining who could act, where permissions appeared, and how changes became traceable.

I led product requirements for Owner and Administrator roles across customer experiences, backend management, and data flows, then co-built the audit and change-data-capture foundation that recorded role and permission changes.

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Charitable Allowance foundation / Account model

Separating identity from transactions so one person could hold multiple giving accounts.

I co-led the product requirements for restructuring a legacy single-account model into an identity account and separate transactional accounts, creating the foundation for multiple giving contexts under one person.

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Charitable Impact / Production operations

A cross-functional triage system that cut resolution time 20–30%.

I designed and rolled out a cross-functional triage system for a spiky production workload of three to five issues a week, concentrated after releases, reducing resolution time by a reported 20–30%.

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Charitable Impact · Philanthropic fintech

Enabled Charitable Allowance through four foundational platform releases.

Charitable Impact needed new account and access foundations before it could support family and youth giving. Over more than a year, I co-led four infrastructure releases that separated identity from transactional accounts, enabled multiple giving accounts, and established the access foundations behind the 2025 Charitable Allowance launch.

Product Manager2021–2025Four foundational infrastructure releases
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HP Inc. · Global commerce platform

Making a platform transformation tangible through tenant onboarding.

As the sole India-based PM on HP's global commerce-platform modernization, I worked across the Platform-Tenant roadmap and designed a high-fidelity onboarding portal prototype for a manual process that took three to four months.

Product Manager2025–2026Four tenant teams depended on the platform
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Charitable Impact · Admin workflow and operations

Turning repeated admin friction into a release the team could ship.

Recurring charity-admin friction was creating support cost while a release date was already committed. I separated UX issues from a technical issue, framed severity and ownership, and kept the fixes small enough to validate and ship.

Product Manager2021–2025Five recurring pain points scoped
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Independent project · AI-native product practice

Building a technical product story that moves without hiding the evidence.

I treated this portfolio as a product: defined the audience and evidence model, explored competing directions, built with AI coding agents, and reviewed every iteration for clarity, performance, and taste.

Product directionDesign judgmentImplementation
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