Open source · Oct 2026
ProdMan.AI
10 days first commit to launch
A free Claude Code plugin: one command picks and runs the right PM workflow from 56, across 15 scored skill packs. The scoreboard publishes the misses too.
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AI Product Manager · Director of Product Management
Anurag Jha
I build AI products that move the numbers.
At NeuroDiscovery AI I lead six AI products and a team of 13. Over six years I have shipped 20 products, 16 of them AI first, across health, fintech, automotive, education and gaming. I take each one from a prototype I build myself to production, and I measure what it changes.
- products shipped, 16 AI firstProduct index
- 20
- loans through the journey I rebuiltCompany figure, lifetime
- $400M+
- installs of the AI app I ledCompany figure, lifetime
- 3.5M+
- clinical records through my LLM platformProduction database
- 2.5M
Impact · 2019 to 2026
The numbers, with their sources.
20products shipped, 14 as owner or founderProduct index, 2019 to 2026
$400M+education loans disbursed on the Yocket platform whose loan journey I rebuiltCompany figure, lifetime (INR 3,500+ crore)
3.5M+installs of the Jivi consumer AI app I ledCompany figure, lifetime; 500K+ on Google Play during my time
~$2.4Mof Spyne's ARR came from the AI imaging line I owned, about 80% of ~$3MCEO interview, Mar 2023; my arithmetic
$1B+car transactions at OLX Autos, where I helped launch AI self inspectionCompany press, Aug 2021
~3.5Mpeople reached across the products I worked onEstimate: Jivi installs plus Yocket, AIcade and First Draft users
2.5Mclinical records processed by NeuroAudit, with 23K+ reviewer decisionsProduction database, to Jul 2026
~8 wksmedian from start to launch across my four dated launches10 to 131 days: NeuroAudit, Clinical Trials Portal, Neura, ProdMan.AI
5industries: health, fintech, automotive, education, gamingEmployment and public records
Verified recordCompany figureMy figureEstimate
Products, flagship first.
Claude Code · agents · evals
The system I built to run my week.
I run my own product work through Claude Code agents: meeting notes become tickets, tickets become prototypes inside the real codebase, and nothing ships until it passes its evals and my review.
Stage 1CaptureNotes in, journey tickets out - 01Intake
Meeting notes, chat dumps and Jira items are logged word for word and sorted by product and type.
Gate: Low confidence asks one question - 02Context
The agent reads the product map, the entry points and every page a change touches, before writing anything.
- 03Ticket
Written as a user journey: where the user starts, what they click, what they see, the API call, the response, where they go next.
Gate: Ticket eval: testable criteria, zero personal data
- 01
Stage 2BuildPrototypes inside the real product - 04Design system
Prototypes reuse the real product's components. No new patterns sneak in.
- 05Prototype
Built inside the living product repository, on its own branch.
Gate: Build, types and the full test suite must pass - 06Approval
I review side by side. Every correction is written back into the skill so it never repeats.
Gate: Nothing reaches Jira without my go
- 04
Stage 3ShipSame repository, tested - 07Handoff
Locked scope, acceptance criteria, edge cases and test hooks for the engineer's branch.
- 08Release
Engineers build on the same repository, so the prototype and the product share code.
- 09QA and evals
Every acceptance criterion maps to a test row with a named owner and environment.
Gate: Rows stay blank until a human runs them
- 07
Stage 4ShowDemos, notes, review - 10Demo
Interactive product tours in Supademo, for example a twenty step tour of the patient app.
- 11Release notes
Drafts shaped for the team, partners or leadership.
Gate: A draft is not a send - 12Review
A run log records intake, route, output, gate and outcome for every item, and I review it.
- 10
0/4 → 4/4ticket eval, from an ungated draft that leaked 5 personal identifiers to a gated draft with noneVerified record · Synthetic test note, not production traffic
5 / 5requests routed to the right workflow on a small golden set of 5, after fixing the one miss in the first runVerified record · Smoke test, not a full eval set
304 / 304of the product's own automated tests still passing after a prototype was built inside the real appVerified record · Run log, 2026
2 wks → <1 wkfrom idea to release, since prototypes moved into the real codebaseMy figure · My own figure
60% → 20%of my week on documentation and chores, a rough estimate rather than a measurement; the rest now goes to strategyMy estimate · Self estimate of time allocation, not a measurement
Side quests, shipped.
Product lead · 2023
AIcade
4,000+ creators on the platform
Type a game idea, get a playable game, then edit it by chat.
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n8n pipelines
Automated content
3.2M views in 30 days on one page
Workflows that research, script, voice, cut and schedule talking head videos end to end.
See the product
Claude Code · daily
Jarvis, my PM operating system
<1 wk idea to release, from two weeks
The skills and gates I run my own product work through. AI generated still.
See the product
Founder · 2022
First Draft
10K+ users
A GPT 3 writer for statement of purpose essays, built in 2022 on multi shot prompts.
See the productCareer · 2019 to now
Five companies, one habit: ship and measure.
- Jun 2025 to nowEnterprise and partner AI
NeuroDiscovery AI
Director of Product Management
I own strategy and the roadmap for six AI products and lead 2 product managers, 3 designers and 8 engineers. I build prototypes myself in Claude Code, so designers and engineers start from working software.
2.5Mrecords through NeuroAudit5products shipped in 2026Tech30YourStory 2025, top 30 of 2,000+ startupsProducts: NeuroAudit · Neura · Reinforcement learning module · Clinical Trials Portal · NeuroTerminal · PM delivery system on Claude Code
- Apr 2024 to May 2025Consumer app and B2B partnerships
Jivi AI
Senior Product Manager
I led 2 product managers, 6 developers and 2 designers across the consumer AI health app, hospital partnerships and internal tools, and shipped Dr Jivi, a copilot for doctors.
17 → 7 minper consultation with Dr Jivi3.5M+app installs, lifetime#1Open Medical LLM Leaderboard, May 2024Products: Dr Jivi · Jivi consumer AI health app · Medx model and medical vision · Multi agent workflow system
- Oct 2022 to Apr 2024Marketplace: students and partner lenders
Yocket
Product Manager, Product and AI
I turned an advisor driven education loan process into a self serve journey and shipped Loan GPT for advisors, working with 3 developers, 4 operations staff and 50+ sales colleagues.
3.1xloan conversion7 d → 48 happroval time$400M+loans on the platform, lifetimeProducts: Self serve education loans · Loan GPT · Lender and advisor CRM
- Aug 2021 to Oct 2022B2B and B2B2C AI imaging
Spyne AI
Associate Product Manager
I owned the automotive AI imaging line, Spyne's biggest vertical, sold as APIs to dealers and marketplaces in five regions.
~80%of company revenue from my line~10xARR growth year to ~$3M40% → 90%model accuracyProducts: AI imaging APIs for cars · 360 degree car spin
- Feb 2021 to Jul 2021Consumer car selling
OLX Autos
Product Intern
I worked on AI self inspection, where sellers inspect their own car with an AR guided camera, live in India and Argentina.
45 → <10 minper inspection$1B+OLX Autos transactions, Aug 2021Products: AI self inspection
Education
- SP Jain School of Global ManagementMBA, Marketing · GPA 3.2 / 4 · President of the placement committee for 97 students2021
- KC CollegeBCom and IT · First Division2019
- DAV Public SchoolCommerce and Maths, 94.6% · School Captain2016
LinkedIn recommendations
In their words.
“As his manager and lead engineer at Spyne.ai, I was inspired by his unwavering vision for our project, driving us to achieve a remarkable 10X ARR growth in just one year. Anurag's strong bias for action and courage to make tough decisions elevated our product's success.”
“Anurag's remarkable work on the organization's biggest vertical, despite challenges, set him apart. From a non-technical background, he mastered technical acumen, scaling products and laying foundations for other verticals. Highly recommended for any AI-related role or project!”
“Anurag is a true catalyst for opportunity, not only identifying and seizing them but also ensuring others benefit. In the AI domain, his knowledge is unmatched, a problem-solver with an array of tools at his disposal.”
Speaking and life
Off the roadmap.
I was a competitive speaker before I was a product manager. It still shapes how I work: say the one thing clearly, then show the proof.
Unplugged by TEDxGateway
Speaker at India's largest open mic for ideas
Speaker badge. On the Unplugged stage. TEDx at SP Jain, Sydney
Talk on the Sydney campus, 2022
A.D. Shroff Memorial Elocution, first prize
Forum of Free Enterprise, for KC College, 2018: "Role of youth in building a new India"
At the Forum of Free Enterprise. President, SP Jain placement committee
Elected in Sydney, 2021; ran placements for 97 students
Election speech, Sydney. Presenting at SP Jain.
Moments
Contact
Let’s build what comes next.
I lead AI product from strategy to shipped software: the roadmap, the prototype, the evals and the numbers that prove it worked. I am open to product leadership roles in AI, and to advising teams putting LLMs into high stakes workflows.