Bengaluru, India
Now: Associate PM at BetterOperate, Enterprise AI for production operations (opens in a new tab)
I build 0→1 products, AI agents, PM tools, developer tools
01 / Prodily
Build.
I built Prodily from the ground up: the problem, the 90 lessons, the learning experience, and the code.
02 / RallyVerse
Talk to users.
Research with grassroots organizers showed they already took UPI and checked screenshots by hand, so I built screenshot verification.
03 / Prodily v2
Ship.
When a learner called the UI boring, I shipped v2 with Core and optional Deep-dive lessons and a built-in feedback loop.
I learn best by building, talking to users, and shipping. I take ambiguous problems, ground them in customer evidence, and turn them into products people use.
I work where product, technology, and AI meet. At Better, I’m on the product team for Operate, an enterprise AI platform for production operations.
02 / Work
Now at Better
Enterprise AI platform for production operations: investigates alerts, surfaces hidden performance and cost risks, and provides evidence-backed root cause explanations.
My part · User discovery with engineering and DevOps teams, shaping features, and collaborating closely with engineering.
All 10 projects
02, Creator and maintainer, 2026
Code review for datasets: catch leakage before you spend the GPU hours.
03, Built it end to end, 2026
Registration-to-check-in infrastructure for grassroots sports.
I work with a small team of developers. These are sites and products we built, and each one names the developer who led the build.
The product site for Buddhi AI, a permission and audit layer that controls what a company’s AI agents can know and do.
A booking site for jeep safaris in Rajaji National Park, with a guide to each safari zone, timings and travel articles.
TokenCap, a local tool that snapshots a codebase into structured, AI-ready context files, and the site that explains it.
The site for Dorefin AI, which makes AI products for newsrooms and digital content teams, with sign-ups for its pre-release products.
A milestone tracking and collaboration portal for scholars, researchers and laboratories, and the site for early access.
An online store for a natural skincare brand, with product collections for face, hands, feet and body.
An online store for a Bengaluru flour mill that grinds only after an order comes in, with ordering for custom flour blends.
An AI chief of staff over Gmail, Calendar and Drive, with a human in the loop.
An AI DevOps copilot: repo analysis, CI/CD audits, root-cause summaries, and pre-deploy risk scores.
Bandit policies for credit limits: +39.1% simulated revenue lift over a static policy.
Retail forecasting and BI, from raw spreadsheets to a live dashboard.
Reading error codes off appliance displays so users can self-diagnose faults.
03 / How I work
I write down who is stuck and why before I pick a solution.
ProofProdily began as a sequencing problem: free PM content has no order and bootcamps cost too much.
Interviews and support threads beat my assumptions.
ProofRallyVerse was shaped by direct research with grassroots organizers.
A live product teaches more than a perfect spec.
ProofWhen a Prodily learner called the UI boring, I shipped v2: lessons split into Core and optional Deep-dive, achievements, and a built-in feedback loop.
I add AI when it removes real work, and keep the parts that need trust deterministic and inspectable.
ProofFeatureSmith computes every finding deterministically; an LLM only explains them in plain language and the tool runs fully with AI off.
04 / Experience
05 / Numbers
400+
Prodily Platform Users
90
Prodily Lessons Shipped
300+
FeatureSmith Tests Passing
500+
RallyVerse Community Members
90%+
Samsung CV Accuracy
+39.1%
Revenue Lift (Simulated)
06 / Toolkit
07 / Certifications
IBM SkillsBuild (NCVET Accredited),
08 / Writing
Personal essays on travel, faith and slow journeys.
09 / Contact
Need a website, an MVP or an AI feature built? Hiring a PM? Tell me the problem, and the scope and budget you have in mind.
Write to me