About Dirk
German
Native or bilingual
English
Fluent
Dutch
Fluent
French
Basic
Experience
- NeuroInformatics Lab [NIL]Visiting ScholarBIOTECHOctober 2024 - October 2025 (1 year)Cambridge, United Kingdom• Precision Neuroscience: Engineered cutting-edge multimodal GNNs improving loss by 35% vs. lab baseline.• Deployment: Scaled workflows using Ray / Slurm / GraphGym on HPC; built reproducible ML pipelines.• Team: Supervised graduate projects; advised ML integrations for precision neuroscience.
- Brain-Computer Interface Lab [BCI]Research InternshipBIOTECHJuly 2023 - July 2024 (1 year)Utrecht, Netherlands• AutoML Decoding: Built AutoML for ECoG hand-movement decod ing: F1=96.6 (4-class).• Electrode-grid Optimization: Optimal size and location: –92% area with no F1 degradation.• Analytics Library: Feature-selection/analytics library using meta heuristics (modular, reusable).
- Müller's and Kalbitzer's Lab [ML-KL]Research AssistantTECHMay 2023 - May 2024 (1 year)Konstanz, Germany• Data engineering: Built drone-imagery forest canopy datasets.• Canopy segmentation: Trained uncertainty-aware (abstaining) CNNs-ViT hybrid (InternImage) for canopy segmentation/recognition.
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Education
- M.Sc.University Utrecht2025M.Sc.
- M.Sc.University Utrecht2024M.Sc.