Aazim Haque.
Personal / Projects / Systematic trading model
Machine learning · Finance Research

Systematic trading model

An ongoing experiment in whether I can find a durable edge in markets, with the emphasis firmly on experiment.

private research
This is a private research repo with no public instance. Ask me how it's going — I'll be honest about it.

Still early, and honest about what's working and what isn't.

What it does

I'm trying a few different systematic trading systems across stocks, commodities and crypto: turning signals into positions, and testing them honestly enough that I can tell when something is fooling me.

It's research, not a fund. The interesting part isn't the returns, it's learning where these methods genuinely help and where they quietly overfit.

How it works

Each system is tested walk-forward: fit on the past, test on the next unseen window, then roll the window forward. That ordering matters, it's the difference between a real test and accidentally peeking at the future.

Everything is backtested with trading costs included, and runs in paper mode for now, to see if anything actually works before any real money is involved.