Product Manager — Portfolio

Problem first.
Evidence second.
Decision third.

Aspiring Product Manager — four self-directed case studies in fintech, hiring, D2C post-purchase experience, and marketplace trust, each backed by primary research and shipped as a PRD, teardown, or working prototype.

31 Survey respondents, LinkedIn study
10Cr+ Customers studied at RapiPay
1,070 Reviews mined, Nutrabay study
4 Product case studies shipped

How I Build The Case

Method & tools

Applied, not theoretical — the same toolkit shows up across every case study below.

XL Sheets PPT Canva SQL

Product Discovery

Framing the real problem before reaching for a fix.

User Research Root Cause Analysis Problem Framing

Product Strategy

Turning a validated problem into a sequenced plan.

Roadmapping RICE Prioritization PRDs MVP Definition

Business Analysis

Grounding recommendations in how the business actually runs.

Market Research Workflow Analysis Stakeholder Analysis

Jan 2026 — Present

Experience

Jan 2026 – Feb 2026 · Delhi, India

RapiPay

Product Management Intern · Assisted Banking & Fintech Operations

  • Mapped operations of a fintech platform serving 10Cr+ customers via 6L+ agent outlets, studying 4 core banking services (AEPS, DMT, onboarding, settlement) in a regulated, RBI-licensed environment.
  • Benchmarked RapiPay against 2 competing assisted-banking platforms (Spice Money, PayNearby) to identify differentiation gaps across product, positioning, and operations.
  • Partnered with business and operations teams to translate merchant-facing workflows into product requirements within a regulated fintech environment.
  • Synthesized internship learnings into a self-directed product teardown, translating operational observations into product recommendations, bug reports, and a feature PRD.

Self-Directed

Case studies

Four systems, four kinds of breakdown: a delivery experience that goes silent when something goes wrong, a marketplace where trust is missing, a platform where status is invisible, and an informal economy where price is unverifiable. Each follows the same discipline — root-cause the problem before proposing the fix.

N
D2C · Post-Purchase Case Study

Nutrabay Post-Purchase Resolution

Self-initiated — built for Nutrabay's PM internship application

"When delays are unavoidable, silence is what turns them into a trust problem."

10-Review Analysis Root Cause Analysis SLA/Exception Design PRD
  • Mined 10 recurring 1-star themes across Play Store, App Store, Trustpilot & MouthShut (2.24/5, 1,070 votes) to surface a "marked delivered, not received" gap Nutrabay's own help center calls "rare."
  • Root-caused it to a missing SLA/exception-aware layer on top of courier data Nutrabay already ingests, then designed a resolution flow reusing its existing Freshdesk and notification systems.
  • Modeled an illustrative ~₹4L/month recovered GMV scenario and sequenced a 4-phase rollout by validation cost, not feature importance.
in
Hiring · Marketplace Case Study

LinkedIn Application Intelligence

Early-career hiring — reducing post-application uncertainty

"~75% of applicants never hear back — nobody had asked whether that silence was the actual problem worth solving."

N=31 Survey Root Cause Analysis RICE Prioritization PRD
  • Ran primary research (N=31) plus competitive and secondary research to identify application-status visibility as the single largest opportunity — validated as the top pick (48%) over four other options.
  • Designed a strategy to lift Recruiter Acceptance Rate by 10% through three RICE-prioritized pillars.
  • Authored a full PRD covering MVP scope, experimentation, and risks — including NYC Local Law 144 and EU AI Act constraints.
RP
FinTech · Assisted Banking Teardown

RapiPay Product Teardown

Independent teardown built on internship domain knowledge

"A reliability bug hiding in plain sight in public app reviews — and a revenue-per-visit gap nobody had written up."

Workflow Analysis Competitive Benchmarking Bug Report
  • Mapped RapiPay's two-layer business model (6L+ agent outlets, 3Cr+ monthly transactions, ₹360Cr FY25 revenue) end-to-end.
  • Diagnosed a high-impact reliability bug from public review analysis — the AEPS screen freezes after completion — with a proposed stateless reset fix.
  • Proposed an insurance add-on at checkout with insurance attach rate as the success metric, sequenced across a 3-stage roadmap.
SC
Sustainability · Marketplace Hackathon Build

Scrapido

Sustain-a-thon 2025 — a three-sided marketplace for the informal recycling economy

"Scrap isn't just waste — it's lost income for collectors and lost material for artisans, and the reason is nobody trusts the price."

5-Member Team AI Valuation Live Prototype
  • Led product strategy for a 5-member team during a national sustainability hackathon, delivering a live marketplace prototype connecting households, collectors, and artisans.
  • Framed pricing opacity as the core market failure, designing an AI-powered scrap valuation flow to close the trust gap.
  • Defined user journeys and feature prioritization across all three sides of the marketplace.

Ongoing

Leadership

Sports Society

Head of Operations

College Sports Society

  • Coordinated planning and execution of college sports events, managing logistics, stakeholder communication, and cross-functional teams.
  • Led operational planning across multiple events while improving execution, coordination, and team collaboration.

Education

Vivekananda Institute of Professional Studies, GGSIPU

Bachelor of Technology, Computer Science Engineering (CSE) · CGPA 8.2/10

Delhi, India · Expected Graduation: 2027

Before You Reach Out

Questions I get asked

Product Management internships and early-career roles — ideally ones where I can own a problem end-to-end, from root cause to shipped fix.

Root-cause it before proposing a fix. Every case study above follows the same order: evidence first, recommendation second, decision third.

Yes — the Nutrabay case study links to the full 15-slide deck, and Scrapido's code is on GitHub. Happy to walk through the thinking behind any of them.