How to Master Modern Markets is written by Darren O’Neill, founder of Vector Ridge — an independent trader with an Oxford Saïd Master in Applied Financial Economics and a verified 294% aggregate across the 2025 World Cup Trading Championships divisions he entered. The book is the exact method that became the Vector Ridge models.
Darren O'Neill is an Irish independent trader and the founder of Vector Ridge, a quantitative trading research platform operating four proprietary mean-reversion models. He started early — by the age of 22 he was managing £1 million in assets under management. He holds a Master in Applied Financial Economics from Oxford Saïd Business School and scored in the 100th percentile on the quantitative section of the GMAT.
In the 2025 World Cup Trading Championships (worldcupchampionships.com) he placed 4th overall in the Annual Forex division with a verified 168% return on real money — alongside a first-place finish in the October Monthly Forex and a fifth in Q3 Forex, for a 294% aggregate across all divisions he entered. Every result was independently audited and is publicly verifiable on the championship website: real money, real-time tracking, no self-reporting.
His audited personal track record compounds across the years before that — +178% in 2023 and +94% in 2024, at a multi-year Sharpe ratio of 2.10. And every signal Vector Ridge publishes is SHA-256 hashed and Bitcoin-anchored the moment it fires, so the entry, target and stop are locked before the trade plays out — no edited history, no survivorship.
He trades his own capital and runs Vector Ridge, a research firm incorporated in the Cayman Islands. This book is his complete method, given away in full — and the terminal that runs it is at vector-ridge.com.
- Written by Darren O’Neill, founder of Vector Ridge.
- Oxford Saïd MAFE; 100th-percentile quantitative GMAT.
- Verified 294% aggregate across 2025 WCTC divisions (168% in Annual Forex, real money).
- The book is the method that became the Vector Ridge models.
- Every performance claim is independently verifiable at worldcupchampionships.com.