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Hi there 👋

I'm Dominik, a software engineer with a focus in Machine Learning. Contact me via Email or LinkedIn.

Some cool stuff I worked on

Custom jvps and vjps in JAX example

Custom vjps in torch example

General custom jvp and vjp tutorials here

A generic interface to create arbitrary differentiable parameter expressions in JAX and torch here

Research in Algorithmic Game Theory and Reinforcement Learning

I have previously worked in algorithmic game theory research focussing on solving large partially-observable games which most notably lead to a Artificial Intelligence journal publication.

Check out my scholar profile to view my other papers.

Open-source contributions

At Pasqal, I was responsible for the development and optimization of their main torch-based computational backend pyqtorch and their JAX backend horqrux.

I was also part of the scientific software library for quantum machine learning, Qadence. To learn more, check out the qadence whitepaper.

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  1. pasqal-io/qadence pasqal-io/qadence Public

    Digital-analog quantum programming interface

    Python 69 22

  2. pasqal-io/pyqtorch pasqal-io/pyqtorch Public

    PyTorch-based state vector simulator

    Python 43 15

  3. pasqal-io/horqrux pasqal-io/horqrux Public

    Jax-based quantum state vector simulator.

    Python 23 1