Hi there, 👋 I am Florian!

I'm an open-source software software developer from Munich, Germany!
I currently actively develop open-source software mainly in R and Python. Before leaving academia and joining hema.to, I enjoyed researching Automated Machine Learning, Algorithmic Fairness, ML for Flow Cytometry and many other areas of machine learning. Right now, my focus is on harnessing the power of ML and flow cytometry to help better diagnose leukaemias and other disease of the blood. Here you can find my current projects and research interests!

Current Projects

R I am a member of the mlr-org core-team, we develop the mlr3 ecosystem.
I have authored/contributed to the following packages:

• mlr3pipelines
• mlr3temporal
• mlr3fairness
• mlr3keras
• mlr3book

I furthermore worked on several other software packages:

• mcboost
• classiFunc (defunct)

Python

• yahpo-gym
  I am currently working on improving yahpo-gym, a toolbox for researchers in hyperparameter optimization.
  It is built using Pytorch and ONNX and allows lightweight and lightning fast access to neural network-based surrogates.

Interests

I am interested in developing software that brings a tangible benefit to users and society.
I want to work in and learn more about the following areas:

• Algorithmic fairness
• Deploying ML in the real world / MLOps
• LLM's in the medical space
• Everything AutoML
• ML for flow cytometry
• Deep Learning on tabular data

Freelancing

If you are interested in working together, either on open source projects or on other projects, contact me!
I have worked in a freelance capacity on several different projects before and greatly enjoyed the challenges.
I am always interested in getting to know new people and tackling interesting problems.
You can reach me at [email protected].

Other Info

• 🌱 I’m currently learning more about MLOps concepts and using Kubernetes
• 💬 Ask me about R, ML, HPO, Few-shot/Zero-shot Optimization and Algorithmic Fairness
• Reach me at [email protected]
• 😄 Pronouns: He/him