AI Workbench

An ongoing record of AI-assisted work — research, tools, and explorations.

Recent Projects

  • Literature Atlas – An attempt to chart the world history across time and geography through literary works of different periods. Each book, a portal to the world of a different time and place.
  • Literature as philosophy of life – A curriculum for a reader interested in literature as a channel through which wisdom of ages passes on.
  • Riemann Optimization: An exploration of optimisation through Riemannian manifolds and the mathematics of curved space.
  • Principles – A cross-disciplinary map of foundational principles — the recurring patterns that hold across economics, physics, biology, and systems.

 

 

Older Projects

  • Fundraising Primer. Raising capital for start-ups and growth businesses
  • A Curriculum in Financial MarketsTen modules covering the full arc of markets education — from how capital flows to how a family office actually runs — built on Swensen and Arnold, with a behavioural appendix that challenges the framework it just built.
  • Nobel Lectures Distillation The Nobel lectures are among the most concentrated expressions of human knowledge. This project distills them into approachable form — a reading project that doubles as a shared resource.(A few lectures)
  • Memo Deep company and sector analysis built on a private equity framework, adapted for listed markets. Scorecards, IC-style memos, and research beginning with the ASX. Access on request.
  • GPT companions for learning and exploration:
    • High RoI terms  – A GPT that surfaces the highest-leverage concepts in any field — the terms that unlock disproportionate understanding.
    • Tangent Tutor (Teen Edition)  – A GPT built for curious teenagers: follow a thread as far as it goes, with no penalty for going off-script.
    • The cardmaker – A GPT that distils ideas into cards — foundational thoughts and patterned perceptions made portable.
  • App-style projects
    • Pomodoro tracker and matrix generator. A focus timer with a built-in session log. Tracks your deep work, not just your time.
    • DayLog App – A personal habits and activity tracker that installs as a home screen app on iPhone — lightweight, private, always at hand.
    • Folio – A reading and book log. Keeps a record of what you’ve read, what you thought, and what’s next.