Portfolio
Case studies.
A selection of shipped products and self-driven case studies — from regulated fintech platforms at Kotak Securities to AI personalization, retention systems and consumer growth.
Senior Product Manager · Kotak Securities · 2025 – Present
Matrix — Enterprise Trading Platform
Re-platforming customer onboarding, KYC, and trading for a regulated stack.
Onboarding · KYC · Trading
Surfaces
50+ stakeholders
Cross-functional
Platform-first
Approach
Product Manager · Kotak Securities · 2021 – 2025
Nexus — Compliance Automation Platform
Zero-touch regulatory workflows that saved ₹7–8 Cr in potential penalties.
₹7–8 Cr
Penalties avoided
2× team velocity
Throughput
50+
Stakeholders
Senior Product Manager · Kotak Securities · 2026
Interactive PM Dashboard — Azure DevOps + Teams
Automating daily stand-ups, release cards, and sprint health for a 10+ member Agile team.
2–3 hrs / day
Time saved
10+ members
Team size
Matrix & Nexus
Products
Product Lead (Self-driven) · 2024
VitaFit — Retention & Habit Loop
From 28% Day-30 retention to a 40% target with shame-free reactivation.
28% → 40%
Retention target
8.5% → 5.5%
Churn target
24 interviews
Research
Product Lead (Self-driven) · 2025
Personalized Learning Recommendation Platform
Lifting course completion from 34% to a 55%+ benchmark with hybrid AI personalization.
+30%
Completion lift
+25%
Engagement
15–20%
NRR lift
Product Lead (Self-driven) · 2024
Uber — Pickup Experience Redesign
Cutting cancellations and ETA inflation in dense pickup zones.
CIRCLES + JTBD
Framework
RICE
Prioritization
Airports & malls
Focus