Data Science, Machine Learning, R, Python, Docker, DevOps, Linux
Aktualisiert am 16.10.2019
Profil
Freiberufler / Selbstständiger
Verfügbar ab: 21.10.2019
Verfügbar zu: 100%
davon vor Ort: 100%
Data Science
R
Python
Git
Docker
Linux
Machine Learning
Bash Shell
English
Fluent
German
Good (B2)
Spanish
Mother tongue

Einsatzorte

Einsatzorte

Berlin (+100km) Leipzig (+75km) Hoyerswerda (+75km) Gera (+75km) Malchin (+100km) Stade (+150km) Höxter (+100km) Haldensleben (+75km) Schwalmstadt (+75km)
nicht möglich

Projekte

Projekte

2 Jahre 9 Monate
2016-09 - 2019-05

Design and implementation

Data Scientist R Docker REST ...
Data Scientist
  • Design and implementation of an analytic backend
  • Creation R packages for analysis and reporting
  • Implementation and automation of containerized services
  • Creation of an on-demand reporting service
R Docker REST LaTeX
SpectrumK GmbH
Berlin
4 Jahre 1 Monat
2011-10 - 2015-10

Analysis

Research Fellow
Research Fellow
  • Analysis of high-throughput cancer data
  • Visualization of high dimensional data
  • Analysis of multivariate data
  • Mentoring of student in the research group
  • Member of the statistical consulting group in the medical faculty
TU Dresden
Dresden
5 Monate
2010-08 - 2010-12

Design and implementation

Project Engineer
Project Engineer

Design and implementation of a copper leaching plant

SOLENOR S.A.
Santiago de Chile
3 Monate
2008-12 - 2009-02

Modeling and design

Trainee Engineer
Trainee Engineer

Modeling and design of transport cryogenic fluids units

INDURA S.A.
Santiago de Chile

Aus- und Weiterbildung

Aus- und Weiterbildung

4 Jahre 11 Monate
2011-10 - 2016-08

Bioinformatics

Dr. rer. medic., TU Dresden, Dresden
Dr. rer. medic.
TU Dresden, Dresden
  • Bioinformatics
  • Machine Learning
  • Biostatistics
4 Jahre 10 Monate
2003-03 - 2007-12

Biotechnology Major

Bachelor in Engineering Sciences, University of Chile, Santiago de Chile
Bachelor in Engineering Sciences
University of Chile, Santiago de Chile

Kompetenzen

Kompetenzen

Top-Skills

Data Science R Python Git Docker Linux Machine Learning Bash Shell

Produkte / Standards / Erfahrungen / Methoden

Docker
LaTeX
REST

Programming expertise
R

  • Machine learning (SVM, Random Forest, Clustering Methods)
  • Regression models (Linear, Logistic, Generalized)
  • Bioinformatic tools (bioconductor)
  • Visualization and publishing tools (ggplot2, Shiny & integration with LATEX)
  • Package development for backend analysis

Bash

  • Pipeline development for complex analyses
  • Data analysis and document parsing
  • General system programming

Python

  • General programming
  • Data manipulation
  • Scientific programing (pandas, numpy, scipy)
  • Machine learning / Deep Learning frameworks (scikit-learn, TensorFlow, Keras)

PostgreSQL

  • Local databases management
  • Interface with R/Python

C++

Implementation of functions in conjunction with R (Rcpp)

System expertise
Gitlab

Version control, and continuous integration and delivery


Docker

  • Creation and deploy of containers for data science
  • Integration with Gitlab Registry for storage and deployment

AWS

Basic knowledge from a developer standpoint


Airflow

Creation of pipelines to process data

Programmiersprachen

Bash Shell
Python
R
SQL

Einsatzorte

Einsatzorte

Berlin (+100km) Leipzig (+75km) Hoyerswerda (+75km) Gera (+75km) Malchin (+100km) Stade (+150km) Höxter (+100km) Haldensleben (+75km) Schwalmstadt (+75km)
nicht möglich

Projekte

Projekte

2 Jahre 9 Monate
2016-09 - 2019-05

Design and implementation

Data Scientist R Docker REST ...
Data Scientist
  • Design and implementation of an analytic backend
  • Creation R packages for analysis and reporting
  • Implementation and automation of containerized services
  • Creation of an on-demand reporting service
R Docker REST LaTeX
SpectrumK GmbH
Berlin
4 Jahre 1 Monat
2011-10 - 2015-10

Analysis

Research Fellow
Research Fellow
  • Analysis of high-throughput cancer data
  • Visualization of high dimensional data
  • Analysis of multivariate data
  • Mentoring of student in the research group
  • Member of the statistical consulting group in the medical faculty
TU Dresden
Dresden
5 Monate
2010-08 - 2010-12

Design and implementation

Project Engineer
Project Engineer

Design and implementation of a copper leaching plant

SOLENOR S.A.
Santiago de Chile
3 Monate
2008-12 - 2009-02

Modeling and design

Trainee Engineer
Trainee Engineer

Modeling and design of transport cryogenic fluids units

INDURA S.A.
Santiago de Chile

Aus- und Weiterbildung

Aus- und Weiterbildung

4 Jahre 11 Monate
2011-10 - 2016-08

Bioinformatics

Dr. rer. medic., TU Dresden, Dresden
Dr. rer. medic.
TU Dresden, Dresden
  • Bioinformatics
  • Machine Learning
  • Biostatistics
4 Jahre 10 Monate
2003-03 - 2007-12

Biotechnology Major

Bachelor in Engineering Sciences, University of Chile, Santiago de Chile
Bachelor in Engineering Sciences
University of Chile, Santiago de Chile

Kompetenzen

Kompetenzen

Top-Skills

Data Science R Python Git Docker Linux Machine Learning Bash Shell

Produkte / Standards / Erfahrungen / Methoden

Docker
LaTeX
REST

Programming expertise
R

  • Machine learning (SVM, Random Forest, Clustering Methods)
  • Regression models (Linear, Logistic, Generalized)
  • Bioinformatic tools (bioconductor)
  • Visualization and publishing tools (ggplot2, Shiny & integration with LATEX)
  • Package development for backend analysis

Bash

  • Pipeline development for complex analyses
  • Data analysis and document parsing
  • General system programming

Python

  • General programming
  • Data manipulation
  • Scientific programing (pandas, numpy, scipy)
  • Machine learning / Deep Learning frameworks (scikit-learn, TensorFlow, Keras)

PostgreSQL

  • Local databases management
  • Interface with R/Python

C++

Implementation of functions in conjunction with R (Rcpp)

System expertise
Gitlab

Version control, and continuous integration and delivery


Docker

  • Creation and deploy of containers for data science
  • Integration with Gitlab Registry for storage and deployment

AWS

Basic knowledge from a developer standpoint


Airflow

Creation of pipelines to process data

Programmiersprachen

Bash Shell
Python
R
SQL

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