Chris Hoffmann

Chris Hoffmann

ML Research Engineer

I am a machine learning (ML) engineer with a background in science.
In my job, I enjoy developing deep learning-based computer vision applications that deliver novel insights for solving business and engineering problems. I am incredibly passionate about designing smarter ML techniques and seek opportunities for collaboration on research projects.

Interests

  • Reinforcement Learning
  • Generative Modeling
  • 3D Machine Learning

Education

  • Diplom (eqvl. MSc) in Chemistry, 2018

    Johannes Gutenberg University Mainz

  • BSc in Molecular Biology, 2019

    Johannes Gutenberg University Mainz

Posts

Soft Actor-Critic

A deep dive into a model-free Reinforcement Learning algorithm that has passed the test of time.
Sep 14, 2023 29 min read Reinforcement Learning

Hyperparameter tuning for Gaussian Process regression via Maximum Likelihood estimation

Make the most of your Machine Learning model by getting the hyperparameters right.
Aug 8, 2020 21 min read Machine Learning

Projects

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All Applied ML Other

Text message classification

Web application for text message classification to improve aid delivery during a natural disaster.

Dog breed identification

Web application for identifying the dog breed from an uploaded portrait image.

Contact