Projects

A sample of my open source projects and experiments. More on GitHub.

fundamental-agents demo

fundamental-agents 2025

Multi-agent AI platform for fundamental stock analysis: an orchestrator runs five agents to turn a ticker into an investment report.

projects
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fisher-rao-ml demo

fisher-rao-ml 2025

An empirical study of the Fisher-Rao geodesic distance vs KL divergence in t-SNE and VAEs, with reproducible benchmarks and an arXiv-style report.

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scaling-ensembles demo

scaling-ensembles 2025

Do independently trained networks converge to the same function as they widen? Width sweeps measuring function-space diversity.

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vae-playground demo

vae-playground 2025

A modular playground of five VAE variants (Vanilla, β-VAE, Conditional, VQ-VAE, WAE-MMD) with interactive marimo notebooks.

research
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terror-reco demo

terror-reco 2024

Horror movie recommendations from free-text mood, via semantic search.

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logit-graph demo

logit-graph 2025

Fit, simulate, and compare logit graph models against ER/WS/BA via spectral GIC. On PyPI.

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ml-prod demo

ml-prod 2024

End-to-end ML in production: a model microservice, Docker, Kubernetes, and drift monitoring.

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flow-match demo

flow-match 2025

Flow Matching for generative modeling: a scikit-learn-like FlowMatcher transporting noise to data via learned ODE velocity fields.

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unet-fun demo

unet-fun 2024

A from-scratch U-Net for binary image segmentation (Carvana car masking) — encoder–decoder with skip connections.

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kalman-transformer demo

kalman-transformer 2024

A Kalman filter and a Transformer as interchangeable expected-return estimators feeding a Markowitz backtest.

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rl-rubiks-cube demo

rl-rubiks-cube 2023

Self-taught Rubik's Cube solver — Autodidactic Iteration (value+policy net, no dataset) solving via beam search.

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bertimbau-probing demo

bertimbau-probing 2023

Fine-tuning BERTimbau on Portuguese reviews to probe whether its embeddings recover vowel density.

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graph-corr-embedd demo

graph-corr-embedd 2024

Measuring correlation between graphs via learned embeddings vs. classical graph-distance measures.

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