Omschrijving

Computational scientist with over a decade of experience in machine learning, computer vision, and statistical data analysis, with a strong focus on applications in neuroscience and biomedical research. Skilled in developing and deploying image analysis pipelines, from classical methods to deep learning, with a background in physics and visual neuroscience. Experienced in cross-functional collaboration, rapid adaptation to new challenges, and clear communication of complex ideas to diverse stakeholders.

Talen

Engels
Vloeiend
Hindi
Tweetalig / moedertaal
Bengaals
Vloeiend
Nederlands
Basiskennis

Voorkeuren voor werkplek

Kan op locatie werken

Leuven (tot 50km)

Ovizio Imaging Systems
Senior Data Scientist
BIOTECHNOLOGIE
maart 2025 - november 2025 (8 maanden)
Brussels, Belgium
- Developed and validated machine/deep learning algorithms for microscopy image processing in diagnostic applications within a medical device development context.

- Architected and implemented deep learning algorithms for the analysis and feature extraction of high-resolution microscopy images for cell-based diagnostics.

- Collaborated with R&D, clinical, and quality assurance teams to translate user requirements into robust models, ensuring safety and effectiveness for diagnostic workflows.

- Optimized model performance for specialized hardware platforms while ensuring diagnostic accuracy.
Deep Learning Computer Vision Machine learning Data science Python
KU Leuven
Postdoctoral Researcher
ONDERZOEKSCENTRA
september 2020 - augustus 2024 (3 jaren en 11 maanden)
Leuven, Belgium
- Contributed machine/deep learning and data science expertise to cross-functional international teams, analyzing neural computation patterns from multi-modal neural and imaging data.

- Developed interpretable machine learning models using explainability techniques to reveal neural encoding mechanisms in visual processing, advancing computational neuroscience methodology.

- Co-led interdisciplinary projects in computational neuroscience, a process resulting in 7 peer-reviewed publications and 6 presentations at international conferences.
Deep Learning Data science Machine learning Python Computer Vision
ATR Cognitive Labs
Research Scientist
ONDERZOEKSCENTRA
juli 2017 - maart 2020 (2 jaren en 8 maanden)
Kyoto, Japan
- Led research applying deep convolutional neural networks as computational models for understanding primate visual processing, bridging artificial and biological intelligence research.

- Conducted systematic validation studies comparing AI model representations with neural recording data, contributing to the refinement of computational approaches in neuroscience.

- Presented work at 5 international conferences and authored a peer-reviewed journal publication.
Deep Learning Computer Vision Machine learning Python Data science