On 5 Feb 2018, XIV lost 96% in 50 minutes. A LASSO stop from my book would have exited hours earlier. Full backtest in C# on QuantConnect.
Books
Every Trader Needs a Strategy Chest — AI Is How You Fill It
Modern traders need a chest of strategies, not a single play. I break down how CNNs are transforming technical pattern detection — with 97% accuracy and a 1.8 Sharpe ratio from our head-and-shoulders overlay.
Guest Lecture at Boston University — Teaching AI Trading from Singapore via Zoom
I’m guest-lecturing via Zoom at Boston University on AI trading with my co-authors — here’s what we’re covering and why it matters.
Real-Time Head-and-Shoulders Pattern Detection for AI Trading Strategies
A practical, production-leaning walkthrough of real-time Head-and-Shoulders detection using a lightweight CNN — then turning the model’s probability into a risk overlay (position-sizing gate) instead of a fragile “pattern-trading” signal
AI Amplifying Human Expertise in Hedge Funds – Insights from the “Let’s Talk Evolution” Podcast
Recap of the “Let’s Talk Evolution” podcast with Jiri Pik, Ernie Chan, and Jared Broad on how AI amplifies hedge-fund workflows—alpha, risk, and development—plus “input engineering” and adoption hurdles.
How AI is Transforming Quant Trading – Insights from the Quantopian Book Conversation
Recap of Quantopian’s Oct 21, 2025 webinar with Jiri Pik, Ernie Chan, and Jared Broad: practical AI trading lessons, a QuantConnect live demo, and career advice.
Coding the Markets: AI Innovations and FinTech Career Insights (Webinar Recap)
NTU Singapore webinar recap with Jiri Pik, Ernie Chan, and QuantConnect’s Jared Broad: AI trading, fintech careers, and why judgment + reliability beat hype (slides).
Hands-On AI Trading with Python, QuantConnect, and AWS – Now Available!
Now available: Hands-On AI Trading with Python, QuantConnect & AWS—20+ AI trading algorithms with GitHub code, covering ML, DL, RL, LLMs, and risk.
Beyond the Crystal Ball: Perfect-Foresight Bitcoin Trading on QuantConnect
Explore a “perfect foresight” Bitcoin strategy on QuantConnect—an upper-bound benchmark that buys only when tomorrow’s close beats fees—plus copy-paste research code and results (BTC vs SPY).
Jiri Pik’s New Book “Hands-On AI Trading with Python, QuantConnect and AWS”
Announcing Wiley’s Hands-On AI Trading with Python, QuantConnect & AWS: 20+ worked AI trading strategies with full code, a structured workflow, and expert endorsements.