Ravnoor Gill
Epilepsy Postdoctoral Researcher at The Neuro (Montreal Neurological Institute-Hospital)
Montreal, Quebec, Canada
Summary
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Senior🎓
Top SchoolRavnoor Gill is an epilepsy-focused postdoctoral researcher and data scientist with 10 years of experience building clinically-accessible, interpretable AI for Neurology. He specializes in deep learning, computer vision, and data-centric methods applied to medical imaging—delivering multi-task, multi-modal pipelines for hippocampal subfield segmentation, seizure focus lateralization, and MRI-negative focal epilepsy lesion detection with uncertainty quantification. His work spans translational deployments and cross-center validation (including a widely used deepFCD lesion-detection pipeline across nine epilepsy centers) and includes GAN-based modality synthesis and MRF reconstruction. Combining rigorous neuroscience training (PhD, McGill) with practical ML engineering, he focuses on producing algorithms that clinicians can trust and integrate into MedTech products.
10 years of coding experience
9 years of employment as a software developer
Certificate, French Studies, First Division, Certificate, French Studies, First Division at Panjab UniversityMaster of Science (MSc), Neuroscience, Master of Science (MSc), Neuroscience at The University of Western OntarioDoctor of Philosophy (PhD), Neuroscience, Doctor of Philosophy (PhD), Neuroscience at McGill University
English, Punjabi, Hindi, French
Github Skills (52)
mri10
normalization10
ants10
python-bindings9
brain-imaging9
linux9
docker9
droplet9
keras9
video-editing9
dkms9
medical-imaging8
python8
neuroimaging8
plotly8
Programming languages (8)
Github contributions (5)
ravnoor/ANTsPy
May 2022 - Dec 2024
Advanced Normalization Tools in Python
Contributions:165 pushes, 20 branches in 2 years 7 months
pythonnormalization
ravnoor/MRI-GAN
Aug 2017 - Jan 2018
Contributions:61 commits, 58 pushes in 5 months
deep-learningkerascyclegantensorflow
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