Carlos Cabral

Angestellt, Data Strategist, Novartis Oncology
Germany

Fähigkeiten und Kenntnisse

Machine Learning
Matlab-Programmierung
Data Analysis
Data Mining
Neuroimaging
Mathematical Modeling
Python
Project management
Software Design
Computer Vision
UNIX
LaTex
PET
mri
Software Development
Medical Software EU norms
MongoDB
Research and Development
Statistics
Healthcare
Quality Management
R
SQL
Client Relations
Bioinformatics
Process Optimization
Science
Pattern Recognition
Information retrieval
Biomarkers
Healthcare Analytics
Scientific Writing
Scientific Communication
Linux-Systemadministration

Werdegang

Berufserfahrung von Carlos Cabral

  • Current 5 years, since Jun 2021

    Data Strategist

    Novartis Oncology

  • 2 years and 1 month, May 2019 - May 2021

    Head of Data Science

    Temedica GmbH
  • 10 months, Jul 2018 - Apr 2019

    Data Scientist

    WMC Healthcare GmbH
  • 1 year and 9 months, Oct 2016 - Jun 2018

    Medical Data Scientist

    arvato health analytics GmbH

  • 3 years, Oct 2013 - Sep 2016

    Bioinformatician

    Ludwig-Maximilians-Universität München

    Development and implementation of machine learning methods for biomarker development Translation of mathematical models to a biological framework . Management, organisation and processing of human data (neuroimaging, clinical, neuropsychological and genetic data) . IT systems design, implementation and management. Supervision of junior researchers . Technical and methodological coordination of the EU-FP7 project PRONIA . Teaching of Multivariate Pattern Analysis Methods to Lab and PRONIA members.

  • 1 year and 7 months, Mar 2012 - Sep 2013

    Junior Researcher

    Institute for Systems and Robotics

    Development and implementation of machine learning tools to analyze data from the Alzheimer’s Disease Neuroimaging Initiative Analysis and processing of Positron Emission Tomography and structural Magnetic Resonance Imaging volumes Translation of mathematical models to a biological framework

  • 9 months, Jun 2011 - Feb 2012

    Junior Researcher

    Institute for Systems and Robotics

    Processing and univariate analysis of functional magnetic resonance volumes Development and implementation of machine learning methodologies to classify cognitive states using functional magnetic resonance volumes Interpretation of brain activity patterns and their relation with the decoded stimuli

Ausbildung von Carlos Cabral

  • 2 years and 3 months, Sep 2008 - Nov 2010

    Biomedical engineering

    Instituto Superior Técnico

    Signal Processing, Data Analysis, Neuroimaging, Machine Learning

  • 3 years and 11 months, Sep 2005 - Jul 2009

    Biomedical engineering

    Instituto Superior Técnico

    Engineering, Programming, Medical Sciences, Algebra, Data modeling, Statistics, Calculus, Signal Processing, Chemistry, Biochemistry

Sprachen

  • German

    B1-B2 (Gute Kenntnisse)

  • English

    C1 (Fließend)

  • Portuguese

    C2 (Verhandlungssicher / Muttersprachlich)

  • Spanish

    A1-A2 (Grundkenntnisse)

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