👨🏼‍🏫 Teaching

I take great pleasure in teaching and mentoring. I gave a number of lectures and tutorials on data management and machine learning at EPFL and the MolSim winterschool. Starting from my undergrad at TU Munich, I have been a teaching assistant and mentoring students.

Making molecules vibrate

One of my favorite teaching experiences was developing what we call a “virtual laboratory.”

For more details, you can check out our paper in J. Chem. Educ.

Introduction to machine learning

I have been lucky to introduce students to machine learning. For this, I have developed a series of lectures and a hands-on exercise, which you can find on GitHub. Usually, we also host a Kaggle competition as part of the hands-on exercise. You can find an example of the competition here. Typically, I like to add some live-coding examples to the lecture. You can find the notebooks for those examples on GitHub.