Systematic crypto trader and quant developer. I've built and run a live ML trading system for crypto perpetual futures end-to-end — feature engineering and selection, leakage-resistant validation (CPCV, deflated Sharpe), meta-labeling, and execution — trading real capital. Earlier I spent 10+ years founding and shipping products across software and hardware, which is where I learned to take something from idea to production alone. MBA, CS background. What I care about most is the judgment around the model — knowing when a "better" component is actually destroying value, and being willing to cut what I was sure about.
| Period | Title | Company |
|---|---|---|
| 2024-05 – Present | Research, Engineering, Trading & Innovation | Hidden |
| 2023-05 – 2024-02 | Chief Product Officer (Proposed Role) | Hidden |
| 2021-09 – 2023-03 | Founder | Hidden |
| 2015-03 – 2020-05 | Founder | Hidden |
| 2016-08 – 2019-01 | Founder | Hidden |
| 2016-04 – 2019-03 | Co-founder | Hidden |
| 2012-03 – 2015-03 | Product manager | Hidden |
| 2010-08 – 2012-02 | Sales / Regional Manager | Hidden |
My trading strategy had a 100% win rate in backtest. In production it has a 100% rate of teaching me about overfitting.