Writing and research notes
On building trading systems, stating their risk, and testing whether machine learning earns its place. Opinion and working notes — not peer-reviewed research and not investment advice.
- Why I put the martingale on the product pageHyperScalp Pro uses a recovery ladder. I could have buried that in the manual. Here is why it sits above the price instead.
- A trading idea is not a trading systemMost retail strategies don't fail in the market. They fail in the layer nobody enjoys building.
- Where machine learning helps systematic trading — and where it is a labelThe products I ship today are rule-based. Here is the question my research is actually trying to answer.