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
Computing – Artificial Intelligence
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).
Modern Ultra-Effective Software Development
Modern “ultra-effective” software development with LLMs: automate boilerplate, experiment rapidly, and prioritize architecture, security, and cost using ChatGPT, Copilot, and JetBrains AI.
The Obsolescence of AWS Certifications: A Cloud Architect’s Perspective
Why AWS certifications are becoming obsolete: in the LLM era, memorization-based exams matter less than critical thinking and real-world architecture; plus why I won’t renew all 12 AWS certs in 2025.
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.
Most Performant Docker Base Images for Data Science on AWS Batch
Benchmark Docker base images for AWS Batch data-science jobs—Ubuntu vs official Python vs IntelPython—with practical guidance on when IntelPython wins for math-heavy workloads.