Broad computational experience spanning physics, mathematics, biology, and domain expertise in image processing, machine learning, and AI.
Expertise
Signal, image, and language processing
Machine learning algorithms
Data science strategy consulting
Project management
Education
PhD, Quantitative and Computational Biosciences, Baylor College of Medicine
BS, Physics, Millsaps College
Background
Design and develop multi-modal data pipelines and modeling strategies to extract insights from video to guide the discovery of digital biomarkers in mental health
Design and develop multi-modal data pipelines to extract insights from actigraphy, ECG, EEG, video, and clinical data to discover digital biomarkers in neurodevelopmental disorders such as ASD
Implement computer vision models for object detection in edge and cloud environments
Partner with high-growth companies to develop AI strategy and data science roadmaps
Develop and automate state-of-the-art image processing workflows for electron cryo-microscopy
Experience
Digital biomarkers for neurobehavioral health
Structural biology & molecular biophysics
Gravitational-wave physics
Imaging technology (cameras, electron and light microscopes, telescopes, geospatial, etc.)
