Wanted. Built. Shared.

Products I wanted in my own life, so I made them.

Existing options were missing, too complex, or too expensive. I used AI-assisted code to build focused alternatives and made them free to use.

What these do and do not prove
They show how I take a problem from framing to a working, tested, shipped product on my own. They are not evidence of adoption. I do not track users on any of them, so there are no usage numbers to quote.
Try the products
The job-lab board showing an India-focused political map with role clusters in Bengaluru, Delhi NCR, Pune and Hyderabad, plus a ranked list of design jobs filtered by fit and application effort.

job-lab

Read case studyjob-lab

A local-first job-search OS for senior designers: fewer applications, stronger packets, better odds.

Find
Public ATS roles filtered for jobs I can actually take from India
Apply
Resume match, apply packet, portfolio proof and outreach drafts
Improve
Outcome learning, black-hole signals and burnout-safe daily quota
The market-lab board ranking NSE stocks by opportunity score. Each row shows the ticker, its size and risk band, the argument for and against it, the horizon it suits, average daily turnover, and how much a one lakh rupee order would move the price.

market-lab

Read case studynse.kousikdutta.com

An honest NSE research board that scores every stock and shows the argument against it.

Scope
2,000+ NSE stocks rescored after each trading session
Method
Liquidity, risk, horizon and counter-argument shown together
Built with
Python scoring pipeline and a TypeScript research board
The fit-lab introduction showing a measured 3D body and the promise of an honest fitness assessment built from the user's measurements.

fit-lab

Read case studyfit-lab

A free, evidence-based fitness assessment that checks the body, safety and goal before prescribing movement.

Assess
Body measurements, safety screening and realistic goal feasibility
Prescribe
Automatic full-body foundation with goal-specific dose and progression
Verify
Every exercise guide, evidence claim and anatomy asset checked at build time
Built with
React, TypeScript, Three.js, shadcn/ui and 270+ engine tests