Dirk Belmans

Dirk Belmans

Assistant Professor Biological Sciences - PhD researcher

Followers of Dirk Belmans582 followers
location of Dirk BelmansLeuven, Flemish Region, Belgium

Connect with Dirk Belmans to Send Message

Connect

Connect with Dirk Belmans to Send Message

Connect
  • Timeline

  • About me

    Owner BelMetrics | Statistical Data Science for Health & Life Sciences | Training and Consulting

  • Education

    • VLEKHO Business School Brussels

      1989 - 1990
      Certificate Strategic Management
    • Sint Pietersinstituut

      1973 - 1976
      Higher Secondary Education Sciences and Mathematics
    • Katholieke Universiteit Leuven

      1980 - 1981
      Teaching Certificate Higher Education in Sciences
    • KU Leuven

      1982 - 1988
      PhD Biochemistry & Molecular Biology | Biotechnology Magna Cum Laude
    • Katholieke Universiteit Leuven

      1976 - 1980
      Master Biological Sciences
    • KU Leuven

      1996 - 1997
      Advanced Master Statistical Data Sciences

      Dissertation: Application of Generalized Linear Mixed Models for longitudinal Clinical Trial data.Promotors : Prof Geert Verbeke and Prof Emmanuel LesaffreProgramme components:Basic concepts of Statistical Modeling, Statistical computing, Multiple Regression techniques, Experimental Design, Analysis of Variance, Categorical Data Analysis, Multivariate Analysis, Nonparametric Statistics, Time Series Analysis, Statistical Process Control, Loglinear Models, Generalized linear… Voir plus Dissertation: Application of Generalized Linear Mixed Models for longitudinal Clinical Trial data.Promotors : Prof Geert Verbeke and Prof Emmanuel LesaffreProgramme components:Basic concepts of Statistical Modeling, Statistical computing, Multiple Regression techniques, Experimental Design, Analysis of Variance, Categorical Data Analysis, Multivariate Analysis, Nonparametric Statistics, Time Series Analysis, Statistical Process Control, Loglinear Models, Generalized linear models Voir moins

  • Experience

    • KU Leuven

      Oct 1981 - Nov 1988
      Assistant Professor Biological Sciences - PhD researcher

      Completion of research project which led to PhD in Sciences - molecular cell biology.Developing and teaching courses biosciences for students medicine, pharmacy, biology, chemistry and bio-engineering.

    • Honeywell

      Jan 1989 - Jan 1992
      Trainer Industrial Process Control Systems

      Trainer and consultant in manufacturing process control systems in petrochemical, chemical, pharmaceutical and food industry for Shell, BP, Exxon, Statoil, Hoechst, BASF, BAYER, ...

    • Bolt, Beranek and Newman Technology

      Sept 1992 - Mar 1993
      Data Analysis Software Consultant

      Responsible for Data Analysis Software Solutions for Manufacturing Industry.

    • Alcon

      Jan 1993 - Sept 1994
      Quality and Validation Engineer

      Statistical consultancy for Quality Assurance and Regulatory Affairs.Designed quality improvement studies for aseptic processing, filling and packaging.Conducted GMP/GLP audits in sterile Manufacturing Units and Quality Control Labs.

    • Validation Systems, Inc.

      Sept 1994 - Jan 1996
      Validation Biopharma Project Manager

      Responsible for planning, resourcing and follow-up of large validation projects at Eli Lily (London), COR-Therapeutics (San Francisco) and Peptisyntha (Solvay Research Center, Brussels), Behring Diagnostics (USA).Responsible for design, analysis and reporting of validation studies conform FDA and EC regulations. Guarantee compliance with GMP regulations.Tasks included collection, evaluation, analysis and reporting of scientific and engineering information and data.

    • BelMetrics bv

      Jan 1995 - now
      Company Owner | Statistics and Data Science | Training and Consulting

      Develop and lead "Biostatistics in Practice" hands-on workshops for biomedical professionals.Develop and lead "Advanced Statistical Modeling" seminars and hands-on workshops for multinational groups of cardiologists at Medtronic Inc.Develop and lead training "Statistical modeling for cancer prediction algorithms" at Advanced Medical DIagnostics.Develop and lead "Intro to Practical Statistics and data mining" certification programs at Belgian Federal Government for A-level officers of finance, social affairs, justice, health care, food safety, ...Develop "Statistical Certification Tests" for A-level officers at the Belgian Federal Government.Develop and lead various 'Analytical Techniques' workshops at SPE-Luminus.Biostatistical consulting at UCB Pharma supporting Clinical R&D and Global Medical Affairs. Lead a pilot project on the modeling of "Drug Response Prediction" with SAS Enterprise Miner.Develop and Lead courses "Statistical Methods for the Analysis of Clinical Trials" for Medical Directors of various Pharma companies.Individual coaching and training of university students and business professionals in the statistical sciences and data analysis domain. Voir moins

    • Johnson & Johnson

      Jan 1996 - Jan 1997
      Biostatistician - Clinical Research

      Responsible for all statistical aspects of Phase 1 to Phase 3 clinical trial projects, including study design, sample size calculations, statistical analysis and reporting conform to ICH guidelines. Therapeutic areas: infectious diseases, dermatology, allergy, CNS and oncology.

    • SAS

      Jan 1997 - Jan 2003
      Business Development Manager - Head Data Mining Solutions

      Develop and present proof-of-concepts for Data Mining, Machine Learning and Artificial Intelligence applications.Responsible for Advanced Analytics go-to-market strategy in Belux ; resulted in Enterprise Miner project deals at major financial, telecom, pharma and retail companies in Belgium.Identify data analysis business needs in big pharma, banking, insurance, energy and telecom companies and translate into SAS software solutions.Develop in-house competencies to support statistical product line. Voir moins

    • UCLL Research & Expertise

      Sept 2003 - Sept 2006
      Course Leader - Statistics, Customer Analytics and Business Strategy

      Develop and lead courses marketing research, customer analytics, strategic planning, business statistics, financial management of business.Coach students during their in-company projects.Start-up of new Advanced Business Management program.Consult companies on quantitative marketing, customer analytics and research methodology.

    • OFO-IFA

      Jan 2006 - Jan 2015
      Program Leader - Statistics in Practice

      Develop and Lead Courses and Workshops 'Statistics in Practice' for A-level administrators of public sector departments such as finance, social affairs, justice, health care, food safety. Development of Statistical Certification tests for A-level administrators.

    • UCB

      Jan 2008 - Jan 2008
      Senior Biostatistician - Clinical Research

      Initiated CIMZIA drug response prediction with classification algorithms developed with SAS Enterprise Miner.

    • Medtronic

      Nov 2008 - Jan 2018
      Seminar Leader - Advanced Statistical Models in Cardiology

      Develop and lead statistical workshops for medical specialists throughout Europe :- Advanced Statistical Modeling in Interventional Cardiology and Cardiovascular Surgery- Statistics in Practice for Interventional Cardiologists- Intro to BiostatisticsSeminars conducted in Prague, Milan, London, Heidelberg, Bad Nauheim, Brussels, Leuven, Amsterdam, Maastricht, Utrecht, Madrid, Athens, ...

    • Luminus

      Jan 2010 - Jan 2010
      Course Leader - Analytical Methods

      Develop and Lead Workshops 'Analytical Methods for Quality Improvement'.

    • StatHuis - Private School

      Sept 2011 - now
      Individual Coaching | Statistical Sciences for Students & Professionals
    • AMD - HistoScanning

      Mar 2014 - Jan 2014
      Course Leader - Statistical Learning Algorithms

      Develop and Teach advanced course on statistical prediction/classification models for cancer screening.

    • VLAIO (Flemish Agency for Innovation)

      Jan 2017 - now
      Expert Evaluator Life Sciences/Biomedical Innovation Projects

      Acting as independent predictive modeling expert for the evaluation of innovation projects in the biomedical/pharmaceutical/life sciences field.

  • Licenses & Certifications

    • High Impact Presentations

      Dale Carnegie
      Sept 2000
    • Criterion-Referenced Instruction

      Mager Associates Inc.
      Nov 1990
    • Effective Communication

      European Management Development Centre - Honeywell
      Oct 1990
    • Achieving and Providing Quality Services

      European Management Development Centre - Honeywell
      Dec 1989
    • Fellow van het Hogenheuvelcollege

      KU Leuven
      May 2001