PyTorch Hyperlight (2020-present)

The ML micro-framework built on top of [PyTorch-Lightning]( and [Ray Tune]( to push the boundaries of simplicity even further.

PyTorch ML Development Environment (2020-present)

A set of modern ML-oriented conda and pip packages with versions carefully chosen to make sure a seamless and conflict-free integration.

Telegram Bot for Neural Style Transfer (2020-present)

Neural style transfer bot for Telegram implemented with Ray Serve, Papermill and AIOGram.

ML-based Clustering System for Large Data Sets (2019)

Iterative clustering algorithm operating on large dataset not fitting into RAM, processing took days.

Equity Deep Learning/StatArb Portfolio Management System (2016–2018)

Deep learning-based semi-automatic trading system for US stock market.