My projects
Selected work.
6 projects shown
Automated Trading: SPX options with IBKR
I built Python trading bots to trade options through Interactive Brokers (IBKR). The system trades 0DTE put/call credit spread options on the SPX index.
EBM Machine Learning: predicting options profitability
I trained an Explainable Boosting Machine (EBM) to predict the profitability of options trades. The AI model wasn't stable across seed values, so I developed the work to predict actionable signals such as variance of the market returns rather than absolute options prices.
Forecasting market volatility using explainable AI.
I trained an explainable machine learning model to predict late-day intra-day realised volatility of E-mini S&P 500 futures that was stable over many training seeds.
Can GPT-4o Learn to Handle Customer Support?
I built a Python application that combined the fine-tuned model with retrieval of product and policy information.
02Smoothed heightmap
03Generated relief
From artwork to
3D-printable rollers
I built a Blender pipeline in python that could convert a folder of designs into marketable 3D assets automatically.
A maze solver
that remembers its route
The final controller could remember a successful route and use it to reach the target more directly on subsequent runs.