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Bart Michiels, Data Scientist

Bart Michiels

Data Scientist·Pfizer

United Arab Emirates

Master's degree, Biomedical Engineering

Work experience

Total years of experience: 14 years, 10 months

Data Scientist

January 2015 - Present

Pfizer

Dubai, United Arab Emirates

January 2015 - Present

Develop & expand enterprise data science platform globally optimizing various processes. ML & AI consulting to various business units - Pharma
KW: R, Matlab, Python, VB, ML, Time-series Analysis, Statistica, SIMCA, Spotfire

Company industry:
Pharmaceutical Manufacturing
Job role:
Information Technology

Research Fellow

September 2012 - June 2014

Trinity University Dublin

Ireland

September 2012 - June 2014

Biomarker research for ALS based neurophysiological data. Applied novel modeling algorithms to investigate MND - Bioengineering/Academics
KW: R, Matlab, Bayesian inference, Dynamic system modeling, Graph & Network theory, EEG
Publication: Functional Connectivity Measured By sEEG As Biomarker For ALS

Company industry:
Scientific Research & Development
Job role:
Research and Development

Research Intern

January 2012 - August 2012

University of Groningen

Netherlands

January 2012 - August 2012

Biomarker research for PAH based on cardiovascular data - Bioengineering/Academics KW: Machine learning algorithms, Matlab, Paediatric Cardiology.
Supported publication: Haemodynamic parameters are PAH predictors of survival

Company industry:
Primary, Prep, & Secondary School
Job role:
Research and Development

University & High School Lecturer

September 2011 - July 2012

University of Brussels & University of Groningen

Belgium

September 2011 - July 2012

Taught multiple Calculus, Statistics, Physics and Biology courses to Biomedical Science, Bioengineering students and high school scholars. - Lecturing/Academics

Company industry:
Primary, Prep, & Secondary School
Job role:
Teaching and Academics

Research Intern

June 2011 - July 2012

University of Leuven & Ghent

Belgium

June 2011 - July 2012

Modeling the course of cancer growth and predicting drug response based on MRI data - Bioengineering/Academics
KW: Matlab, Fluid mechanics, MRI, Oncology, Pharmacokinetic modeling, Fourier Analysis Supported publication: Algorithm Development & Optimization for DCE-MRI PK Modeling

Company industry:
Primary, Prep, & Secondary School
Job role:
Research and Development

Data Scientist

July 2010 - August 2010

IMEC Leuven

Belgium

July 2010 - August 2010

Modeling state-of-art solar cells and modules.
KW: C++, Matlab, Differential equations modeling, Signal Analysis, Quantum physics

Company industry:
General Engineering Consultancy
Job role:
Research and Development

R&D Engineer

July 2009 - August 2009

KERN International

France

July 2009 - August 2009

Database development & management

Company industry:
General Engineering Consultancy
Job role:
Research and Development

Education

Trinity College Dublin

July 2013

July 2013

Master's degree, Biomedical Engineering

Ireland

M.Sc. in Biomedical Engineering Supported publication: Functional Connectivity Measured By sEEG As Biomarker For ALS
View attachment

University of Groningen (Rijksuniversiteit Groningen)

June 2012

June 2012

Master's degree, Biomedical Engineering

Netherlands

GPA (percentage): 75%

GPA (percentage): 75%

M.Sc. in Biomedical Engineering Supported publication: Functional Connectivity Measured By sEEG As Biomarker For ALS
View attachment

University of Brussel VUB

July 2011

July 2011

Master's degree, Computer Science

Belgium

M.Sc. & B.Sc. in Computer Science and Information Technology Supported publication: Haemodynamic parameters are PAH predictors of survival
View attachment

Skills

Neuroscience
Expert
Neuroscience
Expert
Computer Science
Expert
Computer Science
Expert
Mathematics
Expert
Mathematics
Expert
Biomedical Engineering
Expert
Biomedical Engineering
Expert
Machine Learning
Expert
Machine Learning
Expert
R
Expert
R
Expert
Visual Basic
Expert
Visual Basic
Expert
Biomedical Engineering
Expert
Biomedical Engineering
Expert
Matlab
Expert
Matlab
Expert
Neuroscience
Expert
Neuroscience
Expert
Machine Learning
Expert
Machine Learning
Expert
Statistica
Expert
Statistica
Expert
Mathematics and Physics
Expert
Mathematics and Physics
Expert
Python
Expert
Python
Expert
Computer Science
Expert
Computer Science
Expert
Mathematics
Expert
Mathematics
Expert

Languages

English
Expert
Dutch
Native Speaker
French
Native Speaker
Spanish
Beginner

Memberships

AEGEE Association des Etats Generaux des Etudiants de l'Europe

Multiple Positions

August 2011

Training and Certifications

Certifications
Machine Learning - Stanford University
Oct 2016
IBM Blockchain Foundation for Developers - IBM
Jan 2018
Neural Networks for Machine Learning - University of Toronto
Jan 2018

Hobbies

  • Coding
  • Hiking
  • Traveling
  • Cooking
  • Road Cycling