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Building

Products that turn
complexity into clarity.

I take fuzzy problems from 0→1, run sharp experiments, and ship things that people actually keep using.

3+
Years building
product
$800K+
Revenue
influenced
3
Products taken
0→1
92%
Avg. activation
lift shipped
About

I'm most useful in the messy middle.

The early stage where the problem is still fuzzy, three teams disagree, and someone needs to find the thread that turns ambiguity into a plan. That's the work I love.

My approach is evidence first but never analysis-paralysis: talk to users, instrument the funnel, ship a thin slice, and let reality grade the roadmap. I care as much about how a thing feels as whether the metric moves.

Before product I worked in engineering and analytics, so I'm fluent with the people who build and the data that decides.

Education
Northeastern University, BostonMaster of Science — Project Management & Business AnalysisView coursework & activities →
Birla Institute of Technology and Science, PilaniBachelor of Engineering — Computer ScienceView coursework & activities →
Experience

A path from building to shaping what gets built.

Product Owner & BPR - Management Consultant· Illuminative Strategies IncPresent

Lead Product Owner and Business Process Re-engineer for the Perm platform team, taking it from concept to org-wide. Own the end to end activation roadmap - from discovery and alignment through PRDs, strategy, APIs and solution architecture.

0→1PlatformData Engineering & Analytics
PythonPythonFastAPIFastAPIPostgreSQLPostgreSQLDockerDockerJiraJiraConfluenceConfluenceFigmaFigmaPostmanPostman
Product Manager· B.M.E2024

Established core product features & flows for the mobile and web app teams, along with data pipelines and system architecture. Partnered with engineering on cross platform implementation & feasibility. Guided the transition from Firebase to AWS RDS to support greater scalability & performance.

GrowthDataMobile
FlutterFlutterFirebaseFirebaseawsAWS RDSPythonPythonNode.jsNode.jsFigmaFigmaJiraJira
Founder / Product Manger· TAPP (Tap & Pay Payment Solutions)2022

Owned the entire product from concept to execution, conducted extensive market research and requirements elicitation to define the product vision, then developed the initial MVP prototype to pitch, present and win at various events, securing funding. Represented the company at the World Expo and gained recognition by the BPDC Hi2 Incubator and Dubai SME. — the experience that pulled me toward product.

PaymentsAPIExperimentation
FigmaFigmaawsAWSFlutterFlutterNotionNotionGA4GA4XdAdobe XDFastAPIFastAPI
Business Intelligence Analyst· Clodberry Properties2022

Built Tableau dashboards & data visualizations to surface key business insights for stakeholders. Created a centralized relational database for 4M+ property records, streamlining access & decision making across teams. Analyzed 1M+ property insurance records to inform claims strategy & reduce risk. Delivered the company's first self serve reporting pipelines & dashboards.

AnalyticsPipelinesDashboards
TabTableauMySQLMySQLSQLSQL ServerPythonPythonXExcel
Data Analyst· Verudix Inc2020

Engineered a tweets dataset via the Twitter API, applying filtering and preprocessing logic to isolate relevant data, & built an automated sentiment analysis based retraining pipeline, ingesting tweets on a rolling 24 hour window across 5 valuation methodologies to maintain model accuracy. Executed test cases against business requirements & achieved a 95% pass rate.

NLPEDADashboards
PythonPythonTwitter APITwitter APIPandasPandasMongoDBMongoDBJupyterJupyter
Skills & tools

How I work, and what I work with.

A product toolkit built across discovery, delivery, and growth — equally comfortable in a user interview and a query editor.

01

Discovery & experimentation

Turning user interviews, support signals, and behavior into problems worth solving — then designing clean tests with one clear metric and the discipline to call them.

User interviewsJTBDUsability testingA/B testingStats literacyFunnels
02

Strategy & cross-functional lead

Sequencing bets so the highest-leverage work ships first — and getting eng, design, and GTM rowing together without losing momentum or trust.

PrioritizationOKRsVision decksStakeholdersSpecsFacilitation
03

Data, systems & craft

Pulling the numbers myself and scoping trade-offs with engineering instead of around them — plus sketching flows in Figma to pressure-test the feel before a line of code.

SQLAPIsData modelsMicroservicesFigmaPrototyping
Tech stack
PythonFastAPIPostgreSQLPostmanFigmaMongoDBAWSPyTorchRAGNode.jsGA4PythonFastAPIPostgreSQLPostmanFigmaMongoDBAWSPyTorchRAGNode.jsGA4PythonFastAPIPostgreSQLPostmanFigmaMongoDBAWSPyTorchRAGNode.jsGA4
C++MySQLDockerSAPJiraConfluenceAzureRFlutterNotionC++MySQLDockerSAPJiraConfluenceAzureRFlutterNotionC++MySQLDockerSAPJiraConfluenceAzureRFlutterNotion
Selected work

The work, the walkthroughs, and the things I build for myself.

Past product work, three case studies walked end to end, and the side projects I tinker with on weekends.

My work

Product & prototyping

Google4:104:354:50

Maps Plan

Google Maps concept · clickable prototype

One sentence — "market, pharmacy, coffee with Sam, home by 5" — becomes an ordered, timed plan that re-plans itself when a shop closes early.

0→1 conceptMapsPrototype
Open the prototype

TAPP

Tap & Payment Solutions · clickable prototype

A softPOS product that turns a merchant's own phone into a card terminal — customers tap a contactless card on the handset, no hardware, no rental.

0→1 founderPaymentsDiscovery
Open the prototype
TESLA

Fleetshift

Tesla Robotaxi concept · clickable prototype

Puts an owner's car on the Robotaxi network for a defined shift — they set a range floor and a curfew the fleet never crosses, then watch the evening's rides and fares land live.

0→1 conceptAutonomyPrototype
Open the prototype
Case studies

Walked end to end

CASE 01

Atlas — the org's single source of truth

A 0→1 internal analytics platform that ended the spreadsheet wars and got 6 teams trusting one funnel.

Role
Lead PM, 0→1
Type
Internal platform
Timeline
2 quarters
Walk through it
Platform
Activation funnel · last 30d
6teams
92%weekly active
40hsaved / mo
Signup
Setup
First value
Retained
CASE 02

Pulse — a value-first onboarding

Reworked mobile onboarding around a 30-second first win, lifting day-1 activation 38% and cutting support load.

Role
Growth PM
Type
Mobile · Activation
Timeline
4-week program
Walk through it
Growth
Get started
+38% day-1
CASE 03

Ledger — reliability as a product

Reframed silent payment failures as a product problem; smart retries + transparency cut the failure rate from 3.1% to 1.2%.

Role
Platform PM
Type
Payments · Reliability
Timeline
3 quarters
Walk through it
Payments
Failure rate
3.1% 1.2%
retry · 2s retry · 30s recovered
Side projects

Built for the fun of it

Plate Sentiment

NLP classifier

Scraped delivery-app reviews and trained a sentiment classifier that sorts them into praise, gripe, and noise — then surfaces the phrases driving each bucket.

PythonspaCyscikit-learn
Open in GitHub
OpenClaw

Clawbots

Claude agent playground

A small fleet of Claude-powered agents built on OpenClaw — one drafts PRDs from messy notes, one reviews them, and a third grades the output against a rubric.

Claude APIOpenClawRAG
Open in GitHub

Portfolio engine

This site

A hand-built, no-framework portfolio with scroll-driven case walkthroughs and a theming layer.

HTMLCSSJS
Certifications
  • IIProfessional Scrum Product Owner II (PSPO II)Scrum.org · Mar 2026
  • BBLean Six Sigma Black BeltGLSS · Apr 2026
  • IProfessional Scrum Product Owner I (PSPO I)Scrum.org · Sep 2025
  • GBLean Six Sigma Green BeltGLSS · May 2025
Awards & achievements
  • Bolton Start-up Pitch Presentation CompetitionWinner
  • The Indus Entrepreneurship Competition, Silicon ValleyRunner-up
  • Ecreka GCC Startup BattleRunner-up

Let's build something
worth keeping.

I'm open to new roles and always happy to trade notes on 0→1, strategy, or making data trustworthy.