The lab

Things I build for myself.

These are the tools I use to organise research, record trades, study companies and produce content. I built them because the available options did not fit how I work.

Knowledge

Obsidian research library

An Obsidian setup that collects reels, LinkedIn posts and podcasts, organises them into linked notes, reviews the notes each night and uses active-recall questions to check what I remember.

Trading

AI Trade Journal

Send one screenshot to a Telegram bot and it records the trade without manual entry. The dashboard shows net P&L, win rate, profit factor, average R, an equity curve and a full P&L calendar.

Automation

Research tools

Tools that screen, summarise and flag equity and crypto research so I can review the relevant information myself.

Investing

Financial models & research

Valuation and DCF models I use to study a business before committing money, along with research tools I couldn't find elsewhere.

Growth

The content workflow

A repeatable process that turns my daily notes into scripts and posts. It supported 4M views in 90 days.

Everything else

Weekend experiments

Internal tools, dashboards and small weekend projects I build to test an idea, most of which I never publish.

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 because I enjoy solving problems I run into myself.

For fun

Learning AI

I study how current software models and automation tools work, then use what I learn in my own projects.

For fun

Podcasts & deep dives

I listen to podcasts and long-form discussions about markets, building and how people think.

For fun

Following new questions

I like learning for its own sake and usually find a new subject to follow each week.