Promovierter Bioinformatiker/Data Scientist (PhD in Mathematik) mit Fokus auf Genomics und statistischer Datenanalyse.
Aktualisiert am 07.04.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 03.04.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Statistik & Machine Learning
Bioinformatik & Life Sciences
Mathematik
Statistische Modellierung
GWAS (Genome Wide Association Studies)
Bayesianische Statistik
Machine Learning
Probabilistische graphische Modelle
Zeitreihenanalysen
Python
C++
Docker
Git
Linux
GWAS
NGS
Genomics
Julia
R
Regression
German
English
French
Spanish
B2
Serbo-Croatian
B2

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

4 months
2026-01 - 2026-04

Survival Analysis Cancer Data

Biostatistician R Python Survival Analysis ...
Biostatistician
Various statistical analyses of gene expression data sets w.r.t to cancer. (see my GitHub profile)
Notebooks and Slides
R Python Survival Analysis Gene Expression Datasets NGS a
Private projects
1 year 4 months
2024-03 - 2025-06

optical mapping

Scientist
Scientist
  • Work on Structural Variants
  • Processing and statistical evaluation of data from Optical Mapping
Ru?er Bo?ko Institute
Zagreb (Croatia)
1 year 4 months
2022-12 - 2024-03

various

Scientist Biostatistics
Scientist Biostatistics
  • Design and implementation of plant disease models
  • Statistical consulting for various problems
KWS
Einbeck (remote, based in Berlin) Germany
11 months
2022-01 - 2022-11

Hypotheses for statistical analyses of a Parkinson's study

Data Scientist (Research)
Data Scientist (Research)
  • Planning, literature research and creation of hypotheses for statistical analyses of a Parkinson Study such as the the relationship between damage in Mitochondria and Parkinson Disease
  • Development of company-internal platform for GWAS studies for research and Pharma collaborations, Genome Wide Association Studies on several Biomarkers related to a Parkinson Study resulting in several targets for further analysis
CENTOGENE GmbH
Berlin (Germany)
1 year 9 months
2020-05 - 2022-01

R&D Bioinformatics

  • Design, implementation and integration into Bioinformatics pipeline of a method for the detection of Uniparental Disomy using methods from Statistical Machine Learning, Design and training of aMachine Learning algorithm for artifact detection of Variant Callers
  • Genome Wide Association Study (GWAS) to find drug candidates for Gaucher Disease, Various smaller tasks related to the user interface of the filtering app developed inhouse, changes in CNV caller pipeline
CENTOGENE GmbH
Berlin (Germany)
2 months
2018-04 - 2018-05

Research stay

Further information available upon request.
INESC-ID, Lisbon

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 1 month
2015-01 - 2019-01

Promotion

PhD in Mathematics, FU Berlin
PhD in Mathematics
FU Berlin
Topic of doctoral thesis: on request

Kompetenzen

Kompetenzen

Top-Skills

Statistik & Machine Learning Bioinformatik & Life Sciences Mathematik Statistische Modellierung GWAS (Genome Wide Association Studies) Bayesianische Statistik Machine Learning Probabilistische graphische Modelle Zeitreihenanalysen Python C++ Docker Git Linux GWAS NGS Genomics Julia R Regression

Aufgabenbereiche

  • Mathematics
  • Boolean Networks
  • Statistics
  • Machine Learning
  • Systems Biology
  • NGS-data
  • Bioinformatics
  • Software Engineering

Produkte / Standards / Erfahrungen / Methoden

  • Python
  • Julia
  • Bash
  • C++
  • Java
  • R
  • Docker
  • Git
  • Linux
  • Tensorflow 2 (basics)
  • SQL
  • LaTeX

other professional experiences

2019 - 2020
PostDoc
Freie Universität Berlin
  • Math+ project "Algebraic methods for investigating cell fate decisions", resulted in one publication.
  • Application of Algebraic Geometry to a Computer Science Problem in Biology.

02/2019
Internship 
ArkBiodiversity, Berlin
  • Development of a test to detect smuggling of endangered species
  • Usage of Tandem Repeats

2017 - 2018
Volunteering in Neukölln, Berlin
  • Tutoring in mathematics for children from low-income families
  • Chess classes to refugee children in cooperation with Schach-Club Kreuzberg e.V.

2014 - 2015
Internship in "Evolutionary Genetics" 
Leibnitz Institute for Zoo and Wildlife Research
  • Work on mating patterns and mating preferences leading to sexual dimorphism

Programmiersprachen

Python
R
C++
Java
Julia

Berechnung / Simulation / Versuch / Validierung

Statistical Machine Learning
Data Analysis & Visualization
ODE
Boolean Networks
Algorithm Design

Forschung & Entwicklung

Biomarker research
Plant Disease Modeling
CNV analysis
Genomics
NGS
GWAS
Population Genetics

Branchen

Branchen

Bioinformatics, Biostatistics, Biotechnology, Plant Breeding

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

4 months
2026-01 - 2026-04

Survival Analysis Cancer Data

Biostatistician R Python Survival Analysis ...
Biostatistician
Various statistical analyses of gene expression data sets w.r.t to cancer. (see my GitHub profile)
Notebooks and Slides
R Python Survival Analysis Gene Expression Datasets NGS a
Private projects
1 year 4 months
2024-03 - 2025-06

optical mapping

Scientist
Scientist
  • Work on Structural Variants
  • Processing and statistical evaluation of data from Optical Mapping
Ru?er Bo?ko Institute
Zagreb (Croatia)
1 year 4 months
2022-12 - 2024-03

various

Scientist Biostatistics
Scientist Biostatistics
  • Design and implementation of plant disease models
  • Statistical consulting for various problems
KWS
Einbeck (remote, based in Berlin) Germany
11 months
2022-01 - 2022-11

Hypotheses for statistical analyses of a Parkinson's study

Data Scientist (Research)
Data Scientist (Research)
  • Planning, literature research and creation of hypotheses for statistical analyses of a Parkinson Study such as the the relationship between damage in Mitochondria and Parkinson Disease
  • Development of company-internal platform for GWAS studies for research and Pharma collaborations, Genome Wide Association Studies on several Biomarkers related to a Parkinson Study resulting in several targets for further analysis
CENTOGENE GmbH
Berlin (Germany)
1 year 9 months
2020-05 - 2022-01

R&D Bioinformatics

  • Design, implementation and integration into Bioinformatics pipeline of a method for the detection of Uniparental Disomy using methods from Statistical Machine Learning, Design and training of aMachine Learning algorithm for artifact detection of Variant Callers
  • Genome Wide Association Study (GWAS) to find drug candidates for Gaucher Disease, Various smaller tasks related to the user interface of the filtering app developed inhouse, changes in CNV caller pipeline
CENTOGENE GmbH
Berlin (Germany)
2 months
2018-04 - 2018-05

Research stay

Further information available upon request.
INESC-ID, Lisbon

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 1 month
2015-01 - 2019-01

Promotion

PhD in Mathematics, FU Berlin
PhD in Mathematics
FU Berlin
Topic of doctoral thesis: on request

Kompetenzen

Kompetenzen

Top-Skills

Statistik & Machine Learning Bioinformatik & Life Sciences Mathematik Statistische Modellierung GWAS (Genome Wide Association Studies) Bayesianische Statistik Machine Learning Probabilistische graphische Modelle Zeitreihenanalysen Python C++ Docker Git Linux GWAS NGS Genomics Julia R Regression

Aufgabenbereiche

  • Mathematics
  • Boolean Networks
  • Statistics
  • Machine Learning
  • Systems Biology
  • NGS-data
  • Bioinformatics
  • Software Engineering

Produkte / Standards / Erfahrungen / Methoden

  • Python
  • Julia
  • Bash
  • C++
  • Java
  • R
  • Docker
  • Git
  • Linux
  • Tensorflow 2 (basics)
  • SQL
  • LaTeX

other professional experiences

2019 - 2020
PostDoc
Freie Universität Berlin
  • Math+ project "Algebraic methods for investigating cell fate decisions", resulted in one publication.
  • Application of Algebraic Geometry to a Computer Science Problem in Biology.

02/2019
Internship 
ArkBiodiversity, Berlin
  • Development of a test to detect smuggling of endangered species
  • Usage of Tandem Repeats

2017 - 2018
Volunteering in Neukölln, Berlin
  • Tutoring in mathematics for children from low-income families
  • Chess classes to refugee children in cooperation with Schach-Club Kreuzberg e.V.

2014 - 2015
Internship in "Evolutionary Genetics" 
Leibnitz Institute for Zoo and Wildlife Research
  • Work on mating patterns and mating preferences leading to sexual dimorphism

Programmiersprachen

Python
R
C++
Java
Julia

Berechnung / Simulation / Versuch / Validierung

Statistical Machine Learning
Data Analysis & Visualization
ODE
Boolean Networks
Algorithm Design

Forschung & Entwicklung

Biomarker research
Plant Disease Modeling
CNV analysis
Genomics
NGS
GWAS
Population Genetics

Branchen

Branchen

Bioinformatics, Biostatistics, Biotechnology, Plant Breeding

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