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Aarit Shah
The lab

Things I build for myself.

I build the tools I can't buy: bots, automations and systems that save me time or teach me faster. This is what runs in the background.

Knowledge

Self-improving second brain

A fully-built Obsidian OS that auto-scrapes viral reels, LinkedIn posts and podcasts, distils them into a structured knowledge graph, runs a nightly synthesis pass across every note, and quizzes me with active recall to test what actually stuck.

Trading

AI Trade Journal

Send one screenshot to a Telegram bot and the AI logs the entire trade for you, no manual entry. The dashboard mimics Tradezella: net P&L, win rate, profit factor, avg R, equity curve, a full P&L calendar.

Automation

Research-analyst bots

Auto-bots that do the grunt work of equity and crypto research: screening, summarising and flagging, so I act on signal, not noise.

Investing

Financial models & research

Custom-built valuation and DCF models that tear a business apart before I commit a rupee, alongside whatever research tooling the off-the-shelf products don't offer.

Growth

The content engine

A pipeline that turns my daily inputs into scripts and posts, the system behind 4M views in 90 days.

Everything else

Vibecoded, shipped, forgotten

Internal tools, dashboards and weekend experiments I vibecode and ship just to see if I can, most of them without ever telling anyone.

For fun

And plenty I do just because.

Not everything has to ship or scale. A lot of what I do is pure curiosity, and it quietly makes everything else better.

For fun

Productivity websites

I build small productivity tools and websites just because I enjoy it, scratching my own itch and shipping something useful by the weekend.

For fun

Learning AI

I learn AI for fun: agents, automations, prompt engineering, and wire whatever I learn straight back into the things I'm building.

For fun

Podcasts & deep dives

I watch podcasts and long-form deep dives constantly, mining them for ideas on markets, building and how people actually think.

For fun

Learning, constantly

I learn a lot of things for the sake of it. The compounding curiosity is the point. New rabbit hole every week.