Roel H.

Data Scientist

Talented Machine Learning, Data Science, NumPy and Python developer with lots of successful projects in different fields.

Roel is a senior data scientist with over ten years of industrial experience, in AI and Machine learning, with a background in High energy physics. He is proficient in writing production-quality analytics code in various domains, including Industry 4.0, Smart and safe Cities, and Sports & entertainment.

Main expertise
  • Python
    Python 6 years
  • Machine Learning
    Machine Learning 15 years
  • Data Science 15 years
Other skills
  • C++
    C++ 5 years
  • Computer Vision 5 years
  • XGBoost
    XGBoost 3 years
Roel
Roel H.

Portugal

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Selected experience

Employment

  • Data Scientist

    Freelance, Portugal - 2 years 11 months

    • Consultancy work in data analytics and crypto.

    Technologies:

    • Technologies:
    • Data Science
  • Senior Data Scientist

    AGT International, Germany - 6 years 11 months

    • Provided a major contribution to developing the world's first sensor-based bull scoring system for the Professional Bull Riders organization using artificial intelligence.
    • Responsible for the implementation of the analytics solution of bull scoring.
    • Finalized project to customer satisfaction.
    • Participated in various pre-sales activities, proofs-of-concept, and scope definition for multiple projects in sports and entertainment, including basketball, horse riding, and surfing.

    Technologies:

    • Technologies:
    • Data Science
  • Senior Researcher

    AGT International, Germany - 2 years 11 months

    • Build prototypes and production code for various applications in industry 4.0, including predictive maintenance for heavy machinery, machine state estimation, and anomaly detection.
    • Contributed to a system for dike stability monitoring with in-situ sensors. The analytics work included failure prediction, trend analysis, modeling, and simulation of complex environmental systems.

Education

  • Doctor Of PhilosophyHigh Energy Physics

    Vrije Universiteit Brussel · 1995 - 2001

  • MSc.Physics

    Vrije Universiteit Brussel · 1992 - 1994

  • BSc.Physics; elementary particle physics; astronomy

    University of Brussels · 1990 - 1992

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