Carlos Roca

Bioinformatics and Data Analysis Lead

Angestellt, Associate Director, Translational Bioinformatics, CSL Behring AG

Bern, Schweiz

Über mich

I am very keen on innovation, based on solid science and sound engineering. My main areas of work are: Scientific Leadership in Bioinformatics, Computational Biology, and Data Science. Design of new Algorithms and Methods. Guidance on Statistical Modeling and Analysis. Development and Automation of Analysis Pipelines. Data Analysis for Novel Experimental Platforms. Software Development Best Practices in Scientific R&D.

Fähigkeiten und Kenntnisse

Bioinformatics
Data Analysis
Computational Biology
Applied mathematics
Statistics
Machine Learning
Artificial intelligence
Algorithm Development
R
Python
Linux
GitHub
Immunology
Toxicology

Werdegang

Berufserfahrung von Carlos Roca

  • Bis heute 1 Jahr und 7 Monate, seit Nov. 2022

    Associate Director, Translational Bioinformatics

    CSL Behring AG

    Leading the Translational Bioinformatics team in Europe, providing support to drug projects both in the pre-clinical and clinical stage.

  • 2 Jahre und 2 Monate, Sep. 2020 - Okt. 2022

    Associate Director, Bioinformatics Data Science

    AstraZeneca plc

    Biological and Knowledge Analytics Team, Data Science & Artificial Intelligence. Developed new approaches to identify pathways and molecular mechanisms of action. Contributed to drug projects in several therapeutic areas, concerning target discovery, target validation, and biomarker selection. Provided guidance and support in bioinformatics and computational biology.

  • 1 Jahr und 9 Monate, Jan. 2019 - Sep. 2020

    Senior Scientist, Bioinformatics Lead

    Babraham Institute, University of Cambridge, United Kingdom

    Lymphocyte Signalling and Development Laboratory (Prof. Adrian Liston). Analyzing flow cytometry and single-cell RNA-Seq data, for studies in basic immunology (mouse) and applied immunology (human, clinical trials). Developing algorithms and data analysis methods for flow cytometry and single-cell RNA-Seq data.

  • 1 Jahr und 5 Monate, Nov. 2017 - März 2019

    Senior Bioinformatics Scientist

    VIB - KU Leuven Center for Brain & Disease Research, Belgium

    Translational Immunology Laboratory (Prof. Adrian Liston). Analyzed flow cytometry and single-cell RNA-Seq data, for studies in basic immunology (mouse) and applied immunology (human, clinical trials). Developed algorithms for automatic compensation and automatic gating of flow cytometry data.

  • 2 Jahre und 3 Monate, Aug. 2015 - Okt. 2017

    Senior Research Associate

    Aarhus University, Denmark

    Department of Bioscience - Soil Fauna Ecology and Ecotoxicology (Dr. Janeck J. Scott-Fordsmand). Developed statistical methods and algorithms for the analysis of high-throughput expression data, with a focus on the study of variation in gene/protein/metabolite expression and subsequent pathway analyses.

  • 3 Jahre und 8 Monate, Dez. 2011 - Juli 2015

    Research Associate

    Universitat Rovira i Virgili, Spain

    Department of Chemical Engineering - BioCenit Research Lab (Profs. Francesc Giralt and Robert Rallo). Responsible for the research line on systems biology. Developed algorithms for the analysis of high-throughput expression data and pathway analysis.

  • 2 Jahre und 3 Monate, Aug. 2009 - Okt. 2011

    Postdoctoral Researcher

    ETH Zürich

    Dept. of Humanities, Social and Political Sciences, Computational Social Science Chair (Prof. Dirk Helbing). Developed computational models of human behavior and analyzed data of behavioral experiments with humans.

  • 1 Jahr und 8 Monate, Juli 2004 - Feb. 2006

    Senior Software Engineer

    National Center for Biotechnology - CSIC, Spain

    Dates Employed Jul 2004 – Feb 2006 Employment Duration 1 yr 8 mos Location Madrid, Spain Biocomputing Unit (Prof. Jose-Maria Carazo). Validated image-processing algorithms for identification of the three-dimensional structure of proteins, from cryo-electron microscopy data.

  • 2 Jahre und 8 Monate, Nov. 2001 - Juni 2004

    Senior Software Consultant, Team Leader (Outsourced)

    EADS-CASA, Spain

    Military Transport Aircraft Division. Designed and implemented communication, visualization, and algorithmic software for the Maritime Patrol Program.

Ausbildung von Carlos Roca

  • 2006 - 2009

    Ph.D. Applied mathematics

    Universidad Carlos III de Madrid, Spain

  • M.Sc. Telecommunication Engineering

    Universidad Politécnica de Madrid, Spain

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

  • Französisch

    Grundlagen

  • Spanisch

    Muttersprache

21 Mio. XING Mitglieder, von A bis Z