Senior Machine Learning Scientist specializing in Neuroimaging and Medical Applications
Fast. Precise. Innovative.
Neuroimaging
Expert in MRI and fMRI techniques with extensive experience in developing novel algorithms for brain extraction, distortion correction, and functional connectivity analysis.
Machine Learning
Proficient in developing deep learning models using PyTorch and TensorFlow for medical image segmentation, data augmentation, and computer vision applications.
Software Engineering
Skilled in Python, C++, JavaScript, and Rust with expertise in building containerized applications, CI/CD pipelines, and cloud-based infrastructure for research and clinical applications.
Advancing Medical Imaging
Developing cutting-edge algorithms for processing and analyzing medical images to aid in diagnosis and treatment
Recent Projects
Explore my latest work in medical imaging and data science
Brain Extractor
A re-implementation of FSL's Brain Extraction Tool in Python, providing automated brain extraction for neuroimaging data
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WB Surfer 2
CLI tool for making CIFTI-related movies, supporting Connectome Workbench 2.0 for visualizing brain connectivity data
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Warp Kit
Python library for neuroimaging transforms, implementing the Multi-Echo Distortion Correction (MEDIC) algorithm
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Deep Brain Stimulation Visual Programming
Led development of a visual programming application for DBS surgical procedures, enhancing lead programming for clinicians
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Neuroimaging Pipelines
Built cloud-based neuroimaging pipelines for clinical targeting in movement-related disorders, chronic pain, and treatment-resistant depression
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FIRMM: Real-time Head Motion Tracking
Developed a real-time head motion tracking system for MRI scanners, resulting in a patented technology and successful startup
View ProjectLet's Work Together
Have a project in mind? I'm always open to discussing new ideas and collaborations