11/04/2025 updated
100 % available
Physicist and Data Scientist with Machine Learning experience
USA
Only remote
Master of Science in PhysicsData AnalysisExperimentationPython (Programming Language)Machine LearningNumPyPhysicsVisualizationData SciencePyTorchMatplotlibRecurrent Neural Networks
Physicist with a specialization in Data Science.
Experienced in applying machine learning methods (MLP, CNN, LSTM, Transformer) to complex data from physics and experimental research. Skilled in Python (PyTorch, NumPy, Matplotlib) for data analysis, visualization, and model development.
Experience
Professional experience0 - 5 years
Freelancer since2025
Languages
GermanNative speakerEnglishFluentFrenchNative speaker
Project history
Providing academic support in mathematics and physics to high-school and undergraduate students, designing customized learning approaches to facilitate understanding of complex concepts
Development of particle track reconstruction and analysis methods, application of machine learning techniques to data from the CERN ATLAS project, optimization and visualization of results using Matplotlib
Participated in a study on new insulating materials for two-phase cooling, analyzed experimental data and contributed to modeling the thermal behavior of systems