Who Is Goshawk Trades?

Goshawk Trades, run by Mounir, is a systematic trading specialist and software engineer who has built over 9 live trading algorithms in just four years. He focuses on data-driven execution, robust backtesting, and scaling automated strategies—sharing the process transparently to help traders adopt a quantitative mindset.

Mounir posts detailed thread breakdowns on X, hosts podcast episodes, and creates educational content covering backtesting, parameter sensitivity, and portfolio-level risk management.

Why Goshawk Trades Stands Out

Demonstrated results: “I run a $100,000+ portfolio of automated trading strategies. I execute zero manual trades.”
Young, intense focus: at 23 he reported 23.57% monthly returns after 5,000+ hours of algo development
Deep algorithmic education: regularly explores topics like parameter sensitivity, sample size, and why simple strategies often outperform
Community impact: helped over 150 traders go from idea to live systems—some now managing six-figure portfolios
Guest expert: featured on trading podcasts discussing system design, backtesting, and real-world implementation

Core Focus & Offerings

Systematic strategy design – from idea to live deployment
Educational threads – insights on backtesting, edge validation, and strategy scaling
Podcast appearances – deep dives into building and running automated portfolios
Community mentoring – supporting traders in coding and managing live algo strategies