I'm focused on {AI, Investing, Reading, Music}. I enjoy exploring intersections of different fields and contributing to open source.
Projects I've initiated and maintain:
- numerblox: scikit-learn components for Numerai.
 - irouter: Access 100s of LLMs with 2 lines of code (through openrouter.ai).
 - blackscholes: Black-Scholes (financial option pricing) calculator.
 - musy: Toolbox for analyzing, creating and visualizing music.
 - auditus: Simple Audio Embeddings.
 - q4p: Quantum Computing for (Python) Programmers course.
 - skq: Scientific toolkit for Quantum Computing. Used in the q4p course.
 - fh-plotly: Plotly to FastHTML conversion.
 - flocky: Simple SDK for the decentralized AI platform Flock.io.
 - ghostnet_tf2: TensorFlow 2 implementation of GhostNet.
 - pi-digits: Formula for calculating the nth digit of π.
 
I’ve made contributions to the following projects:
- scikit-lego: scikit-learn tools and extensions.
 - narwhals: Compatibility layer between DataFrame libraries (Pandas, Polars, PyArrow, Dask, etc.).
 - FastHTML-Gallery: Gallery for FastHTML widgets, components, apps and visualizations.
 - fastcore: Features which augment and supercharge programming in Python.
 - umap: Dimensionality Reduction.
 - embetter: Embedding models easily accessible as scikit-learn components.
 - numerai-tools: Utilities for Numerai.
 
- Multimodal models (text+vision+audio).
 - Claude Code, Kimi, Openrouter.ai, Context Engineering.
 - Web development with FastHTML.
 - Novel data visualization techniques.
 - Quantum information and computation.
 




