Christian Roth
About me
ML & MLOps engineer with bioinformatics background. Focus on deep learning, performant code, data pipelining, distributed ML.
Tech stack
- Languages
- Python | Java | C | C++ | R
- AI/ML
- MLOps
- AWS SageMaker | MLflow | Ray
- Data
- Visualization
- Tooling
- git | Docker | GitHub/GitLab CI/CD | conda | Prefect 2.0
- Geospatial
- Web
- Django | HTML/CSS
Hobbies
Languages
- English (Fluent)
- German (Native)
- French (Basic)
Experiences
Software Engineer
QuantCo · since August 2024
ML software engineer working on data-driven pricing solutions.
MLOps Engineer
LiveEO · since 2023
Developing and scaling efficient distributed data & ML pipelines in research and production with Prefect and Ray.
ML Engineer
LiveEO · since 2022
Developed ML solutions for vegtation detection and height determination around power-grid infrastructure based on optical remote-sensing satellite imagery.
Open-source contributor
conda-forge · since 2016
Helped write substantial parts of the documentation & maintain a few packages such as seaborn, or packages in the sphinx ecosystem.
Education
Computational Biology (PhD)
Max Planck Institute for Biophysical Chemistry · 2017 - 2021
Applied Computer Science (MSc)
Göttingen University · 2014 - 2017
Bioinformatics (BSc)
LMU & TU Munich · 2011 - 2014