Ankush Bhargava
Entrepreneurial product leader building at the intersection of enterprise scale and AI innovation.
Ankush Bhargava
Product Leader · Builder · Tinkerer
Entrepreneurial player-coach with 20+ years across Product, Engineering, and Business — 13 at Walmart, 4 at a startup, 4 at consulting. I understand each function and do its work — not just direct it. I've built across marketplaces, logistics, ML, and 0-to-1 products — and in my own AI playground, shipped production apps, not prototypes, by cutting design-to-dev bottlenecks.
I'm most energized by hard problems that need deep technical understanding and end-to-end ownership — B2B, B2C, or anything in between. If you're building something real with a great cross-functional team and want someone who connects strategy, ops, and execution — I'd love to connect.
Key Impact Metrics
Key Impact Metrics
Key Impact Metrics
Approach & Mindset
Data over opinions
Understand first, Strategize second, and Execute last.
Build to learn, learn to build
Ship fast. Iterate faster.
End-to-end thinking
Strategy through execution, no handoffs.
0 to 1 to N
Energized by building from scratch, then scaling.
Every 1% matters at scale
Small wins, massive P&L impact.
Leave it better than I find it
Solve the hardest problems. Always.
Approach & Mindset
Approach & Mindset
Data over opinions
Understand first, Strategize second, and Execute last.
Build to learn, learn to build
Ship fast. Iterate faster.
End-to-end thinking
Strategy through execution, no handoffs.
0 to 1 to N
Energized by building from scratch, then scaling.
Every 1% matters at scale
Small wins, massive P&L impact.
Leave it better than I find it
Solve the hardest problems. Always.
Approach & Mindset
Leave it better than I find it - solve real customer problems, always.
- I've build products for lawyers, supply chain operators, supplliers, drivers, store managers, resellers, parents and more
- I notice when something is 4px off, and I figure out how to prioritize fixing it
- B2B UX is still UX - enterprise tools deserve the same craft as consumer
- Good onboarding = value before the user has time to reconsider
- The best AI UX makes the model invisible - users feel smarter, not assisted
- I've shipped 3 AI products solo: agents, vision, audio/video - all in production
- AI changes product surface area: new entry points, new failure modes, new expectations
- Prompt engineering is product thinking - structure determines output quality
- 0→1 is energizing. 1→N is where real PM craft shows
- Stickiness is designed in from day one
- Onboarding is a product, not a flow: value in the first 30 seconds
- PLG: I led 10x user growth during a financial crisis
- Build vs. buy is a strategic question first, an implementation one second
- I don't trust gut instinct until data confirms or refutes it
- I created ML-based demand forecasting that improved yoy accuracy by 25%
- Built simulation platform for $5B+ investment decisions for Walmart CEO
- I instrument everything - PostHog, kibana, excel - from day one
- Raised Walmart Store eComm fill rates from 90% to 95%+ by fixing the invisible
- I've led programs across 5 countries and 250M+ annual deliveries
- Cross-functional leadership means owning outcomes, not just requirements
- Lean Belt certified - applied selectively
- $50M+ in savings came from building efficient logistics services at Walmart
- Built the first delivery sortation center tech: 10% cost cut, 15% faster
- I coded for 6 years, and know how to lead cross-functional teams
- Two US utility patents: inventory management and last-mile delivery
- CI/CD and observability aren't DevOps concerns - they're PM concerns too
- Built and shipped full-stack AI products solo: Astro, React, Node, Python
Obsessively user-centric
Approach & Mindset
👤 Customer
Leave it better than I find it - solve real customer problems, always.
- I've build products for lawyers, supply chain operators, supplliers, drivers, store managers, resellers, parents and more
- I notice when something is 4px off, and I figure out how to prioritize fixing it
- B2B UX is still UX - enterprise tools deserve the same craft as consumer
- Good onboarding = value before the user has time to reconsider
Approach & Mindset
Customer
Leave it better than I find it - solve real customer problems, always.
my thoughts on this →
Obsessively user-centric
- I've build products for lawyers, supply chain operators, supplliers, drivers, store managers, resellers, parents and more
- I notice when something is 4px off, and I figure out how to prioritize fixing it
- B2B UX is still UX - enterprise tools deserve the same craft as consumer
- Good onboarding = value before the user has time to reconsider
AI & LLMs
Build to learn, learn to build - ship fast, iterate faster.
my thoughts on this →
Building with intelligence
- The best AI UX makes the model invisible - users feel smarter, not assisted
- I've shipped 3 AI products solo: agents, vision, audio/video - all in production
- AI changes product surface area: new entry points, new failure modes, new expectations
- Prompt engineering is product thinking - structure determines output quality
Product
0 to 1 to N - energized by building from scratch, then scaling.
my thoughts on this →
From zero to sticky
- 0→1 is energizing. 1→N is where real PM craft shows
- Stickiness is designed in from day one
- Onboarding is a product, not a flow: value in the first 30 seconds
- PLG: I led 10x user growth during a financial crisis
- Build vs. buy is a strategic question first, an implementation one second
Data
Good data and analytics answers questions nobody thought to ask - understand, strategize, then execute.
my thoughts on this →
Decisions grounded in evidence
- I don't trust gut instinct until data confirms or refutes it
- I created ML-based demand forecasting that improved yoy accuracy by 25%
- Built simulation platform for $5B+ investment decisions for Walmart CEO
- I instrument everything - PostHog, kibana, excel - from day one
- Raised Walmart Store eComm fill rates from 90% to 95%+ by fixing the invisible
Operations
End-to-end thinking - strategy through execution, no handoffs.
my thoughts on this →
End-to-end ownership
- I've led programs across 5 countries and 250M+ annual deliveries
- Cross-functional leadership means owning outcomes, not just requirements
- Lean Belt certified - applied selectively
- $50M+ in savings came from building efficient logistics services at Walmart
- Built the first delivery sortation center tech: 10% cost cut, 15% faster
Engineering
Every 1% matters at scale - small wins, massive P&L impact.
my thoughts on this →
Technical depth without writing every line
- I coded for 6 years, and know how to lead cross-functional teams
- Two US utility patents: inventory management and last-mile delivery
- CI/CD and observability aren't DevOps concerns - they're PM concerns too
- Built and shipped full-stack AI products solo: Astro, React, Node, Python
My Journey
20+ years across startups and enterprise operations, in product, operations and engineering. From building code to building organizations.
Product Lead & Architect
Shipped 3 AI products solo
Director, Head of Freight Transportation
$100M+ platform savings driven by automation and optimizations
Sr → Staff PM, Forecast Lead
Captial efficiency of $1B+ inventory by optimizing inventory physical network
Analyst → Senior Business Manager
Improved working capital, InStock rates, SKU sanity and built best practices
MBA Intern, Product Tech Strategy
Evaluated new market entry opportunities
Lead Developer & Product Manager
Achieved PLG turnaround and earned substantial responsibilities
Software Engineer
Key engineer on global Enterprise data platform
Shipped 3 AI products solo
Product Lead & Architect
Product InnovationOpens in new tab, SF Bay Area
- TroveScore: AI powered book shelf valuation & selling
- SimpleStory: AI native content marketplace
- Fultu.com: What-If-AI game - interactive experiences
$100M+ platform savings driven by automation and optimizations
Director, Head of Freight Transportation
Walmart Global TechOpens in new tab, SF Bay Area
- As head of Product for freight transportation, I led product portfolio across freight transportation, last-mile, and eCommerce
- Built global team from 1 to 10 PMs
- 0→1 B2B transportation marketplace to $250M ARR. Partnered with GTM teams for Careers and Shippers
- 0→1 E2E freight logistics platform across 5 countries, $50M+ annual savings
- 0→1→N last mile delivery planning & routing engine from launch to 250M+ annual deliveries, 20% fewer miles, earned patent
- 0→1 last mile delivery eligibility, delivery slots, freight scheduling services for eCommerce
- 0→1 simulation platform for $5B+ infrastructure investments, presented to CEO
- 0→1→N Sortation delivery station: cut delivery costs 10%, reduced time 15%
Captial efficiency of $1B+ inventory by optimizing inventory physical network
Sr → Staff PM, Forecast Lead
Walmart Gloabl TechOpens in new tab, SF Bay Area
- Delivered millions in cost savings by modernizing eCommerce predictive analytics and inventory planning products, while designing intuitive journeys for merchants with data-heavy decision tools.
- Built team from 1 to 6 - PMs & Data Scientists
- Launched m/l based demand forecast, improving YoY accuracy by 25%
- Created products that converged tribal knowledge with systematic data to enable high speed decision making
- Developed Walmart's first SKU-region level demand/capacity management engine
Improved working capital, InStock rates, SKU sanity and built best practices
Analyst → Senior Business Manager
Walmart Stores & eCommerceOpens in new tab, SF Bay Area
- Incubated innovative processes and broke silos by cultivating cross-functional partnerships across inventory, merchandising, and supply planning
- Team size: 1 to 5 Operators & Analysts
- Led inventory flow planning for holiday peak season
- Improved Customer Order Fill Rates from <90% to 95+% in 6 months
- Curated 1M+ highest priority SKUs for eCommerce
- Facilitated eComm CEO's Weekly Business Reviews
Evaluated new market entry opportunities
MBA Intern, Product Tech Strategy
- TMobile: Private routers as public Internet gateways
- Compuware: Identify Management as a service
Achieved PLG turnaround and earned substantial responsibilities
Lead Developer & Product Manager
Agile Mile (formerly NuRide)Opens in new tab, Virginia & Connecticut
- Early-stage startup focused on combining social networks with traffic demand management. As full stack developer and first PM, my work for key to PLG
- Team size: 1 to 2 Engineers
- Strategied with CEO to built the multi-sided marketplace
- Led PLG turnaround during financial crisis: reduced headcount 70%, scaled to 4x users
- Early adopter of Amazon AWS, migrated infra to cloud
- Launched 300+ marketing campaigns with geo-spatial customer segmentation
Key engineer on global Enterprise data platform
Software Engineer
Infosys TechnologiesOpens in new tab, India, Ohio & Texas
- Pearson's: Built e2e assessment creation workflows
- LexisNexis: unified content delivery platform for US & EU
Director, Head of Freight Transportation
Walmart Global TechOpens in new tab
2016–2025
$100M+ platform savings driven by automation and optimizations
Sr → Staff PM, Forecast Lead
Walmart Gloabl TechOpens in new tab
2016–2025
Captial efficiency of $1B+ inventory by optimizing inventory physical network
Analyst → Senior Business Manager
Walmart Stores & eCommerceOpens in new tab
2012–2016
Improved working capital, InStock rates, SKU sanity and built best practices
MBA Intern, Product Tech Strategy
Evaluated new market entry opportunities
Lead Developer & Product Manager
Agile Mile (formerly NuRide)Opens in new tab
2006–2010
Achieved PLG turnaround and earned substantial responsibilities
Software Engineer
Infosys TechnologiesOpens in new tab
2002–2006
Key engineer on global Enterprise data platform
- TroveScore: AI powered book shelf valuation & selling
- SimpleStory: AI native content marketplace
- Fultu.com: What-If-AI game - interactive experiences
Director, Head of Freight Transportation
Walmart Global TechOpens in new tab
2016–2025 · SF Bay Area
- As head of Product for freight transportation, I led product portfolio across freight transportation, last-mile, and eCommerce
- Built global team from 1 to 10 PMs
- 0→1 B2B transportation marketplace to $250M ARR. Partnered with GTM teams for Careers and Shippers
- 0→1 E2E freight logistics platform across 5 countries, $50M+ annual savings
- 0→1→N last mile delivery planning & routing engine from launch to 250M+ annual deliveries, 20% fewer miles, earned patent
- 0→1 last mile delivery eligibility, delivery slots, freight scheduling services for eCommerce
- 0→1 simulation platform for $5B+ infrastructure investments, presented to CEO
- 0→1→N Sortation delivery station: cut delivery costs 10%, reduced time 15%
- Delivered millions in cost savings by modernizing eCommerce predictive analytics and inventory planning products, while designing intuitive journeys for merchants with data-heavy decision tools.
- Built team from 1 to 6 - PMs & Data Scientists
- Launched m/l based demand forecast, improving YoY accuracy by 25%
- Created products that converged tribal knowledge with systematic data to enable high speed decision making
- Developed Walmart's first SKU-region level demand/capacity management engine
Analyst → Senior Business Manager
Walmart Stores & eCommerceOpens in new tab
2012–2016 · SF Bay Area
- Incubated innovative processes and broke silos by cultivating cross-functional partnerships across inventory, merchandising, and supply planning
- Team size: 1 to 5 Operators & Analysts
- Led inventory flow planning for holiday peak season
- Improved Customer Order Fill Rates from <90% to 95+% in 6 months
- Curated 1M+ highest priority SKUs for eCommerce
- Facilitated eComm CEO's Weekly Business Reviews
MBA Intern, Product Tech Strategy
- TMobile: Private routers as public Internet gateways
- Compuware: Identify Management as a service
Lead Developer & Product Manager
Agile Mile (formerly NuRide)Opens in new tab
2006–2010 · Virginia & Connecticut
- Early-stage startup focused on combining social networks with traffic demand management. As full stack developer and first PM, my work for key to PLG
- Team size: 1 to 2 Engineers
- Strategied with CEO to built the multi-sided marketplace
- Led PLG turnaround during financial crisis: reduced headcount 70%, scaled to 4x users
- Early adopter of Amazon AWS, migrated infra to cloud
- Launched 300+ marketing campaigns with geo-spatial customer segmentation
- Pearson's: Built e2e assessment creation workflows
- LexisNexis: unified content delivery platform for US & EU
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Education
Master of Business Administration
Strategy and Operations
University of Michigan, Ann Arbor
Bachelor of Information Technology (Engineering)
Internet Technologies
University of Delhi, New Delhi, India
My Lab
Post-Walmart, I established a high-velocity R&D sandbox to build with agentic workflows and GenAI.
These are live products built end-to-end.
TroveScore
Scan your bookshelf with one picture. AI identifies every book, cross-references real-time market data from Google & eBay to automate sell vs. donate decisions.
Why it existed
People with home libraries couldn’t quickly value books or decide sell vs. donate vs. keep without manual lookup.
What I shipped
One-tap shelf capture with ID + live market pricing. Recommends best next action. One click publish to eBay
SimpleStory.ai
AI-native platform that enables creators to build educational stories with AI-generated visuals, narration, and interactive elements.
Why it existed
Teachers and parents need faster & safer ways to create engaging learning stories without a production team.
What I shipped
AI-native publishing flow with generated visuals and voice - validated creator UX through MVP launch.
Fultu
An AI-powered game that explores alternate scenarios and what-if questions through interactive storytelling and dynamic content generation.
Why it existed
Exploring “what if” scenarios was mostly static - few playful, interactive ways to branch narratives with AI.
What I shipped
Launched a what-if game engine that turns hypotheticals into short, dynamic AI-driven story paths. Includes aMerchandise store to monetize the interactions.
BotBhargava - OpenClaw
OpenClaw powered personal assistant for me and my family.
Why it existed
As parents with two kids, it's hard to keep track of school and outside activities. We are constantly losing track.
What I shipped
Trained OpenClaw to be my personal assistant, and it's helping my family keep track of calendar events.
WordSnake Adventure
A fun and educational hybrid game that combines the classic Snake game with crossword puzzle mechanics.
Why it existed
Blend a classic arcade fun with education, fostering team collaboration and word-building skills.
What I shipped
Players develop vocabulary, spelling accuracy, and strategic thinking while improving hand-eye coordination, fine motor skills, and collaborative teamwork.
TroveScore
Scan your bookshelf with one picture. AI identifies every book, cross-references real-time market data from Google & eBay to automate sell vs. donate decisions.
TroveScore
Scan your bookshelf with one picture. AI identifies every book, cross-references real-time market data from Google & eBay to automate sell vs. donate decisions.
SimpleStory.ai
AI-native platform that enables creators to build educational stories with AI-generated visuals, narration, and interactive elements.
SimpleStory.ai
AI-native platform that enables creators to build educational stories with AI-generated visuals, narration, and interactive elements.
Fultu
An AI-powered game that explores alternate scenarios and what-if questions through interactive storytelling and dynamic content generation.
Fultu
An AI-powered game that explores alternate scenarios and what-if questions through interactive storytelling and dynamic content generation.
BotBhargava - OpenClaw
OpenClaw powered personal assistant for me and my family.
BotBhargava - OpenClaw
OpenClaw powered personal assistant for me and my family.
WordSnake Adventure
A fun and educational hybrid game that combines the classic Snake game with crossword puzzle mechanics.
WordSnake Adventure
A fun and educational hybrid game that combines the classic Snake game with crossword puzzle mechanics.
People with home libraries couldn’t quickly value books or decide sell vs. donate vs. keep without manual lookup.
One-tap shelf capture with ID + live market pricing. Recommends best next action. One click publish to eBay
Scan your bookshelf with one picture. AI identifies every book, cross-references real-time market data from Google & eBay to automate sell vs. donate decisions.
Teachers and parents need faster & safer ways to create engaging learning stories without a production team.
AI-native publishing flow with generated visuals and voice - validated creator UX through MVP launch.
AI-native platform that enables creators to build educational stories with AI-generated visuals, narration, and interactive elements.
Exploring “what if” scenarios was mostly static - few playful, interactive ways to branch narratives with AI.
Launched a what-if game engine that turns hypotheticals into short, dynamic AI-driven story paths. Includes aMerchandise store to monetize the interactions.
An AI-powered game that explores alternate scenarios and what-if questions through interactive storytelling and dynamic content generation.
As parents with two kids, it's hard to keep track of school and outside activities. We are constantly losing track.
Trained OpenClaw to be my personal assistant, and it's helping my family keep track of calendar events.
OpenClaw powered personal assistant for me and my family.
Blend a classic arcade fun with education, fostering team collaboration and word-building skills.
Players develop vocabulary, spelling accuracy, and strategic thinking while improving hand-eye coordination, fine motor skills, and collaborative teamwork.
A fun and educational hybrid game that combines the classic Snake game with crossword puzzle mechanics.
Skills & Expertise
Tech Credentials
Product
Technical
Domain
Skills & Expertise
Tech Credentials
Leader
Tech Credentials
AI Inference & Synthesis
Cloud & Infra
Analytics
Growth & Productivity
My portfolio website is a public repo on GitHub — star the repo if you found it useful, or fork it for your own site!
ankush2kn/PMPortfolioLet's Build Something
Product roles where I own outcomes, not just roadmaps
My blog
My portfolio website is a public repo on GitHub — star the repo if you found it useful, or fork it for your own site!
ankush2kn/PMPortfolio