For post-secondary applied-math tutees
Learn systematic trading
demo first, live later.
A structured studio where applied-mathematics students research and build algorithmic strategies with StrategyQuantX, pair the workflow with Claude Pro for semi-automated R&D, and prove every idea on a demo account before any real capital is at risk.
Affiliate link · Tutee discount IMEDUCATIONSG10 · Demo account only · Not investment advice
The studio
Four pillars, one disciplined loop
Demo account first. Live capital, last.
A staged pipeline that treats the demo account as the real classroom: build, backtest, stress-test, forward-test on demo, then — and only then — graduate a strategy to live with a sized, risk-capped position.
The five stages →
StrategyQuantX
Strategy generation, backtesting, robustness and walk-forward analysis, and portfolio assembly — the engine behind every strategy we study.
StrategyQuantX (affiliate) →
Claude Pro R&D
A semi-automated research loop: hypothesis, code, analysis, review — structured around Claude Pro as a reasoning partner, not an autopilot.
The R&D workflow →
Applied math, mapped to markets
Stochastic processes, time-series econometrics, statistical inference, convex optimisation and numerical methods — each module tied to a concrete trading problem and a StrategyQuantX exercise.
Module list →
Risk before return
Every strategy is sized and stopped before it is ever scored. Capital preservation is the first lesson.
Tutee-led, not tip-led
Built for post-secondary applied-math students. We derive the method; we don't hand out signals.
Reproducible research
Each idea is a notebook: data, code, backtest, and the reasoning that got us there — reviewable end to end.
Start a cohort, or join one.
Tell us your level and what you want to research. We'll match you to a demo-first track and a StrategyQuantX starting point.