Bart Michiels, Data Scientist

Bart Michiels

Data Scientist

Pfizer

Location
United Arab Emirates - Dubai
Education
Master's degree, Biomedical Engineering
Experience
12 years, 9 Months

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Work Experience

Total years of experience :12 years, 9 Months

Data Scientist at Pfizer
  • United Arab Emirates - Dubai
  • My current job since January 2015

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

Research Fellow at Trinity University Dublin
  • Ireland
  • September 2012 to 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

Research Intern at University of Groningen
  • Netherlands
  • January 2012 to 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

University & High School Lecturer at University of Brussels & University of Groningen
  • Belgium
  • September 2011 to July 2012

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

Research Intern at University of Leuven & Ghent
  • Belgium
  • June 2011 to 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

Data Scientist at IMEC Leuven
  • Belgium
  • July 2010 to August 2010

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

R&D Engineer at KERN International
  • France
  • July 2009 to August 2009

Database development & management

Education

Master's degree, Biomedical Engineering
  • at Trinity College Dublin
  • July 2013

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

Master's degree, Biomedical Engineering
  • at University of Groningen (Rijksuniversiteit Groningen)
  • June 2012

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

Master's degree, Computer Science
  • at University of Brussel VUB
  • July 2011

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

Specialties & Skills

Neuroscience
Computer Science
Mathematics
Biomedical Engineering
Machine Learning
Visual Basic
Biomedical Engineering
Neuroscience
Machine Learning
Statistica
Mathematics and Physics

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

Machine Learning - Stanford University (Certificate)
Date Attended:
October 2016
IBM Blockchain Foundation for Developers - IBM (Certificate)
Date Attended:
January 2018
Neural Networks for Machine Learning - University of Toronto (Certificate)
Date Attended:
January 2018

Hobbies

  • Coding
  • Hiking
  • Traveling
  • Cooking
  • Road Cycling