Product Manager and Builder · Payments, Risk, Analytics and AI
Turning payments and risk data into product decisions that move revenue and cut risk. 7+ years across fintech and enterprise data, building the automation, analytics and AI tools in‑house.
less manual billing effort, from ~200 to under 10 hours a month, across a ~$100M product suite
Mastercard billing automation →manual production reviews replaced by an automated pipeline feeding live executive dashboards
Apple TV data automation →Senior Product Manager, Technical (Payment Performance Intelligence)
Product Manager, Product Analytics & Strategy
Consultant, Product Analytics
Associate, Analytics & Insights
The tools and methods I use. Drag the tiles to arrange the board.
I unified billing generation, client insights and customer requests in one product portal, reducing manual billing effort by over 90% — from ~200 to fewer than 10 hours per month.
Built across MEDI, TI and TIP, a product suite with ~$100M annual revenueOpen full case studyI mapped two years of operational-risk events to data failures, found where we had no early-warning metrics, and got new governance metrics approved by senior leadership.
Led new metrics approved by leadership: Transaction Data Completeness ScoreOpen full case studyI replaced manual review of messy production PDFs with an automated pipeline from PDF to validated database to live executive dashboard.
Built in 2021: dynamic text parsing before the generative AI boomOpen full case studyMy story
For 11 years, from 2003 to 2014, cricket was my life. I represented Bihar and Jharkhand at U-13, U-15 and U-17. In 2014, right after Class 12, I made a hard call: leave the game and bet on mathematics.
That bet led to a B.Sc. Mathematics (Hons.) seat at Delhi University, which I completed with distinction. I then cracked an all-India entrance exam for M.Sc. Operational Research and earned a place at Hansraj College, finishing in First Division.
Cricket taught me to practise deliberately, take feedback fast, and perform when it counts. Mathematics and Operational Research taught me to reason from data and optimise decisions. Product management is where the two meet: making calls under pressure, backed by numbers.
2003-2014
Cricket for Bihar and Jharkhand (U-13, U-15, U-17)
2014
Left cricket after Class 12 to focus on studies
2014-2017
B.Sc. Mathematics (Hons.), Delhi University, Distinction
2017-2019
M.Sc. Operational Research, Hansraj College, First Division
2020-2022
Cognizant · Associate, Analytics & Insights
2022-2024
Deloitte USI · Consultant, Product Analytics
2024-2025
American Express · Product Manager, Product Analytics & Strategy
2026-Present
Mastercard · Senior Product Manager, Payment Performance Intelligence
17
stars earned
13
public repositories
399
total contributions
41 days
longest streak
~2K
profile views
Solutions to a complex SQL interview question playlist.
View on GitHubSolutions for the 8 case studies in the #8WeekSQLChallenge.
View on GitHubOne challenging SQL query solved per day for 30 days.
View on GitHub90+ SQL solutions to LeetCode database questions (work in progress).
View on GitHubWriting
19 published tutorials on Python, data and automation.
How to choose the right way to store and access values.
Read on AskPythonRecord what a function expects and returns.
Read on AskPythonBuild a working bot from setup to first reply.
Read on AskPythonFollow along for lessons from building analytics-first products.
10K+
followers and growing
536,619
impressions in the past 365 days
Cumulative impressions · last 365 days
After a brilliant state season in August 2005, the whole team was invited for lunch with the Chief Minister. I was 10 years old — and those 11 years of cricket still shape how I work.
Read on LinkedInA brilliant product feature doesn't just solve an operational bottleneck — it solves a human emotion: the anxiety of time-critical moments.
Read on LinkedInCreate Your First Gemini Enterprise Application
Agentic AI Certified Foundations Associate
Oracle
AI for Product Management
Pendo
The Strategic Growth Framework
Mixpanel
Generative AI: Impact on Business and Society
Coursera
Enterprise Product Management
Microsoft
Summer Analytics 2023
Indian Institute of Technology, Guwahati
Microsoft Certified: Azure AI Fundamentals
Microsoft
Microsoft Certified: Azure Data Fundamentals
Microsoft
Microsoft Certified: Azure Fundamentals
Microsoft
Microsoft Certified: Power BI Data Analyst Associate
Microsoft
Machine Learning
Microsoft
Hansraj College, Delhi University
Delhi, India
First DivisionKey subjects
PGDAV College, Delhi University
Delhi, India
DistinctionKey subjects
