About Martijn
Senior data scientist experienced in end-to-end development of analytical tools and analyses by leveraging machine learning (genAI, NLP, predictive modeling), graph analytics, and quantum computing. Experience in academia (5years) and industry (>5 years).
English
Native or bilingual
French
Conversational
Spanish
Basic
Can work on-site
Brussels (up to 50km)
Experience
- UCB BelgiumSenior Data Scientist, Associate DirectorPHARMACEUTICALS INDUSTRYJanuary 2024 - Today (2 years and 5 months)Brussel, Belgium• Led end-to-end advanced analytics projects utilizing machine learning and generative AI to drive innovation in clinical development.• Leveraged real-world evidence data to optimize clinical trial efficiency, identify unmet patient needs, characterize patient journeys, and develop predictive models for disease progression.
- PfizerData Scientist, ManagerPHARMACEUTICALS INDUSTRYAugust 2021 - January 2024 (2 years and 5 months)Brussels, Belgium• Managed cross-functional data science projects to optimize and automate clinical development, mainly focusing on clinical trials, including site selection, enrollment forecasting, and protocol design.• Developed and deployed AI solutions to accelerate decision-making and reducing costs, using machine learning, natural language processing, generative AI, and graph analytics.• Led strategic collaborations, including pioneering quantum computing initiative in clinical trials with IBM, while defining technology roadmaps and ensuring compliance with regulatory AI standards.
- KU LeuvenPostdoctoral AssociateTECHJanuary 2021 - July 2021 (6 months)• Delivered advanced AI solutions for medical imaging, including segmentation and low-dose prediction.• Analyzed dose-occupancy studies in clinical trials, providing critical insights for pharmaceutical companies.• Co-supervised PhD students and collaborated with interdisciplinary teams.
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Education
- Doctor of PhilosophyKU Leuven2020Doctor of Philosophy - PhD, Doctoral School of Biomedical Sciences - Health & Technology
- Master of Science (M.S.) in Engineering , Applied PhysicsGhent University2015Master of Science (M.S.) in Engineering , Applied Physics