Launched this week
Apex Quant
A 12-factor stock signal engine with Monte Carlo simulation.
16 followers
A 12-factor stock signal engine with Monte Carlo simulation.
16 followers
Apex Quant is a live, institutional-grade quantitative stock analysis platform built entirely from scratch. Every signal is built from first principles: a 12-factor engine combining RSI, MACD, Bollinger Bands, EMA crossovers, Kelly Criterion, OBV, and ATR. Monte Carlo simulation runs 300 paths using geometric Brownian motion. Sharpe and Sortino ratios benchmark every strategy against risk-adjusted return.
Hey Product Hunt! I'm Neil, the student who built this.
Apex Quant started as a question I couldn't let go of: how does Wall Street actually make decisions? Not the theory but the real mechanics. So I spent months teaching myself quantitative finance from scratch and building the tools to test it.
Every line of math in this platform I wrote myself without financial libraries because I needed to understand it, not just use it.
I'm a rising senior at NCSSM conducting neutrino physics research at Duke during the day and building this at night. Happy to answer any questions about the methodology, the tech stack, or how a 17-year-old ended up here.
Would love to hear what you think, and if you have feedback on the signal engine or the backtesting framework, I'm all ears.