About

All articles are opinions and for entertainment purposes only and are not financial advice. Do your own due diligence. I receive no compensation for writing these articles and have no business relationship with any of the companies mentioned in my articles.

About me:
Surgical resident, 33, investing in the stock market since I was 18. I develop AI applications in general surgery for research.

About this Website:
I appreciate feedback via email (mail(at)chaotropy.com). If you want to support me, feel free to contact me via email as well.

Why 'Chaotropy'?
Entropy is the constant tendency toward disorder. Chaotropy is the tendency toward chaos. In thermodynamics as in economics, chaos gives rise to something new. In thermoeconomics, markets are viewed as open systems in which capital flows in and drives innovation and progress.
Only innovation increases order.

For the best possible user experience, I have decided not to place any ads here. I have also decided not to offer a newsletter subscription, because I personally hate to see my inbox spammed with newsletters.

In case you are wondering what I get out of running this website: So far this is just a hobby, I just enjoy it.

My Innovation & Freedom stock portfolio can be found here (external link: Snowball Analytics).

I started another stock portfolio on Savvy Trader (external link) in October 2025.

Follow me on X for frequent updates (@chaotropy), you can also find me on Substack or contact me via email mail(at)chaotropy.com

You can now also find me on Spotify:

Chaotropy.com will not sell your data.