Projects

Axiom Tilt Strategy

A live S&P 500 portfolio system combining fundamental, quantitative, and macroeconomic features with machine learning and portfolio risk controls.

Quantitative financeMachine learningPortfolio construction
Open dashboard

Helix ML

Run machine learning experiments with Codex or Claude Code. Upload a dataset, compare measured results, and download the trained solution.

Machine learningCoding agentsOpen source
Open Helix

SLM

Two language models trained from scratch: a 538M-parameter Transformer with SFT/DPO post-training and a 535M-parameter Mamba2 model without post-training.

PyTorchTransformerMamba2
Source code

pytorch-opt

Eleven PyTorch optimizers, including Muon, Shampoo, and K-FAC, with curvature diagnostics and an optional C++/ATen backend.

PyTorchC++ / ATenOptimization
Source code
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