Data scientist
Aktualisiert am 18.12.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 18.12.2025
Verfügbar zu: 100%
davon vor Ort: 25%
Data Scientist
Machine Learning
Deep Learning
Python
TensorFlow
Git
C++
French
Mother tongue
English
C2
German
C1

Einsatzorte

Einsatzorte

Dresden (+500km)
Deutschland
möglich

Projekte

Projekte

3 years 10 months
2021-03 - 2024-12

Development of various deep machine learning algorithms

Scientist
Scientist
Development of various deep machine learning algorithms for 3D point cloud data analysis; documents traceability and provenance for the ALAADy project.
DLR, Dresden
2 years
2018-12 - 2020-11

Study of a Convolutional Neural Network (CNN)

Scientist
Scientist
Study of a Convolutional Neural Network (CNN) to classify macromolecular X-ray crystallography diffraction images.
DESY, Hambourg
1 year 6 months
2017-06 - 2018-11

CERN data analysis

Scientist
Scientist
CERN data analysis: particles identifi cation effi ciency measurement; development of the automatized data quality monitoring of the time of fl ight detector.
CTU, Prague
8 months
2016-08 - 2017-03

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis.
LIP, Lisbon
2 years 3 months
2014-02 - 2016-04

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Matrix Element Method multivariate analysis; particles identifi cation effi ciency measurement.
NICPB, Tallinn
2 years 4 months
2011-03 - 2013-06

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis; particles identifi cation effi ciency measurement.
RWTH, Aachen
3 months
2010-10 - 2010-12

multivariate Boosted-Decision-Tree-Analyse

Scientist
Scientist
Fermilab data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis.
CPPM, Marseille

Aus- und Weiterbildung

Aus- und Weiterbildung

6 months
2025-03 - 2025-08

German course

B2 certificate, LOESERnet GmbH, Dresden
B2 certificate
LOESERnet GmbH, Dresden
German course according to the Common European Framework of Reference for Languages (GER)
3 years
2007-09 - 2010-08

Promotion

PhD, Aix-Marseille 2 University, Marseille
PhD
Aix-Marseille 2 University, Marseille
PhD in Particle and Astroparticle Physics: Search for a Standard Model Higgs boson in the ZH channel with the D0 detector at the Tevatron.
1 year 11 months
2005-09 - 2007-07

Study - Particle and Astroparticle Physics

Master of Science, Strasbourg University, Strasbourg
Master of Science
Strasbourg University, Strasbourg
11 months
2004-09 - 2005-07

Study - Physics

Bachelor of Science, Strasbourg University, Strasbourg
Bachelor of Science
Strasbourg University, Strasbourg
2 years 11 months
2001-09 - 2004-07

Science and Structure of Matter

DEUG, Haute Alsace University, Mulhouse
DEUG
Haute Alsace University, Mulhouse

Position

Position

Senior Data Scientist

Kompetenzen

Kompetenzen

Top-Skills

Data Scientist Machine Learning Deep Learning Python TensorFlow Git C++

Produkte / Standards / Erfahrungen / Methoden

PROFIL
Senior data scientist with a strong background in physics, statistics and machine learning. Has collaborated with international research centers. Profi cient in working both independently and in a team.

COMPÉTENCES
  • AI (GCN, VAE, CNN, PINN, LLM, NLP, MLP, BDT, RF)
  • Python, C++, Batch, HTML, CSS, LaTeX
  • Pytorch, Tensorfl ow, Scikit-learn
  • Data structure (Array, Graph, Tree)
  • Data format (NumPy, OBJ, HDF5, ROOT, CSV, JSON)
  • Pandas, Excel
  • SQL, Neo4j
  • Power BI
  • Git, GitLab CI/CD, Azure DevOps
  • Docker
  • Jupyter Notebook, PyCharm, Visual Studio
  • Linux, Mac, Windows

Einsatzorte

Einsatzorte

Dresden (+500km)
Deutschland
möglich

Projekte

Projekte

3 years 10 months
2021-03 - 2024-12

Development of various deep machine learning algorithms

Scientist
Scientist
Development of various deep machine learning algorithms for 3D point cloud data analysis; documents traceability and provenance for the ALAADy project.
DLR, Dresden
2 years
2018-12 - 2020-11

Study of a Convolutional Neural Network (CNN)

Scientist
Scientist
Study of a Convolutional Neural Network (CNN) to classify macromolecular X-ray crystallography diffraction images.
DESY, Hambourg
1 year 6 months
2017-06 - 2018-11

CERN data analysis

Scientist
Scientist
CERN data analysis: particles identifi cation effi ciency measurement; development of the automatized data quality monitoring of the time of fl ight detector.
CTU, Prague
8 months
2016-08 - 2017-03

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis.
LIP, Lisbon
2 years 3 months
2014-02 - 2016-04

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Matrix Element Method multivariate analysis; particles identifi cation effi ciency measurement.
NICPB, Tallinn
2 years 4 months
2011-03 - 2013-06

CERN data analysis

Scientist
Scientist
CERN data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis; particles identifi cation effi ciency measurement.
RWTH, Aachen
3 months
2010-10 - 2010-12

multivariate Boosted-Decision-Tree-Analyse

Scientist
Scientist
Fermilab data analysis: search for the Higgs boson particle using Boosted Decision Tree multivariate analysis.
CPPM, Marseille

Aus- und Weiterbildung

Aus- und Weiterbildung

6 months
2025-03 - 2025-08

German course

B2 certificate, LOESERnet GmbH, Dresden
B2 certificate
LOESERnet GmbH, Dresden
German course according to the Common European Framework of Reference for Languages (GER)
3 years
2007-09 - 2010-08

Promotion

PhD, Aix-Marseille 2 University, Marseille
PhD
Aix-Marseille 2 University, Marseille
PhD in Particle and Astroparticle Physics: Search for a Standard Model Higgs boson in the ZH channel with the D0 detector at the Tevatron.
1 year 11 months
2005-09 - 2007-07

Study - Particle and Astroparticle Physics

Master of Science, Strasbourg University, Strasbourg
Master of Science
Strasbourg University, Strasbourg
11 months
2004-09 - 2005-07

Study - Physics

Bachelor of Science, Strasbourg University, Strasbourg
Bachelor of Science
Strasbourg University, Strasbourg
2 years 11 months
2001-09 - 2004-07

Science and Structure of Matter

DEUG, Haute Alsace University, Mulhouse
DEUG
Haute Alsace University, Mulhouse

Position

Position

Senior Data Scientist

Kompetenzen

Kompetenzen

Top-Skills

Data Scientist Machine Learning Deep Learning Python TensorFlow Git C++

Produkte / Standards / Erfahrungen / Methoden

PROFIL
Senior data scientist with a strong background in physics, statistics and machine learning. Has collaborated with international research centers. Profi cient in working both independently and in a team.

COMPÉTENCES
  • AI (GCN, VAE, CNN, PINN, LLM, NLP, MLP, BDT, RF)
  • Python, C++, Batch, HTML, CSS, LaTeX
  • Pytorch, Tensorfl ow, Scikit-learn
  • Data structure (Array, Graph, Tree)
  • Data format (NumPy, OBJ, HDF5, ROOT, CSV, JSON)
  • Pandas, Excel
  • SQL, Neo4j
  • Power BI
  • Git, GitLab CI/CD, Azure DevOps
  • Docker
  • Jupyter Notebook, PyCharm, Visual Studio
  • Linux, Mac, Windows

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