About
I build systems that find the edge.
I’m Levi, a business analytics student who turns market inefficiency into automated advantage. Theta is where that work lives: two systems, one way of thinking.
- 2018
The first inefficiency
It started with sports betting. Bookmakers priced the same match differently across sites, and those disagreements were, in effect, free money for anyone fast enough to catch them. For months I found them by hand, scanning odds across a wall of browser tabs.
- The build
From hours to seconds
Doing it manually didn’t scale. The windows closed in seconds and I was always a step behind. So I built the thing that would do it for me: a program that scanned thousands of odds in real time, scored each line for expected value, and acted on the ones that mattered. Hours of work collapsed into seconds. That became Theta Edge.
- Theta Flow
Same idea, new market
Crypto was the obvious next move because it was faster, open around the clock, and full of the same inefficiencies. I adapted the arbitrage approach to exchanges, then pushed further: sentiment models, strategies that adapt as conditions change, execution with no human in the loop. That became Theta Flow.
- Now
The throughline
The pattern never changed: find the inefficiency, build the system, automate the edge. I’m studying business analytics, and Theta Flow, Theta Edge, and Theta Signal are the product proof of that work.
Toolkit
The tools I reach for.
- Python
- JavaScript
- Java
- Node.js
- MongoDB
- CCXT
- scikit learn
- HTML & CSS
Access
Apply for review.
Theta Flow, Theta Edge, and Theta Signal are reviewed before access. Payment only happens after product fit and eligibility are checked.