Cas Wognum
Senior Scientist at Valence Labs
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolCas Wognum is a senior scientist based in Montreal with nine years of experience applying machine learning to drug discovery and computer vision problems. At Valence Labs he now leads the Polaris project, translating deep-learning research from Mila into practical R&D that survived an acquisition and continues to push computational approaches in pharma. His background spans building annotation pipelines and production ML systems at Orbisk to advising students on data analytics, reflecting a blend of hands-on engineering, research rigour, and teaching. Trained in AI and game/media technology, he combines creative problem-solving from a filmmaking freelancing past with technical depth in chemistry-focused ML, uniquely positioning him to teach machines (and himself) drug discovery.
9 years of coding experience
13 years of employment as a software developer
VWO Gymnasium | C&M | Informatica, VWO Gymnasium | C&M | Informatica at Het Ashram CollegeBachelor of Applied Science (B.A.Sc.) Technische informatica / Computertechniek / Technische computerkunde, Bachelor of Applied Science (B.A.Sc.) Technische informatica / Computertechniek / Technische computerkunde at Eindhoven University of TechnologyMaster of Science - MS Game and Media Technology, Master of Science - MS Game and Media Technology at Utrecht UniversityCCVX deelcertificaat VWO Wiskunde B, CCVX deelcertificaat VWO Wiskunde B at WisMon / Bèta onderwijsinstituut
Dutch, English, French
Github Skills (134)
forge10
visual-recognition10
chunked9
face-recognition9
molecule9
computational-biology9
face-detection9
buffer9
segmentation9
bioinformatics9
medicine9
sequence-analysis9
zarr9
conda9
n-dimensional9
Programming languages (9)
Github contributions (5)
polaris-hub/polaris
Nov 2023 - Mar 2025
Foster the development of impactful AI models in drug discovery.
Contributions:302 reviews, 79 PRs, 261 pushes in 1 year 3 months
m2d2-labs/awesome-ml-for-biochemistry
May 2022 - May 2022
Community-curated resources for research at the intersection of AI and molecular sciences
Contributions:25 commits, 2 PRs, 22 pushes in 1 day
biologymachine-learningmolecularsciencesmolecular-sciences
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