Jason Dou is a computer scientist and entrepreneur with 11 years of experience building AI-driven solutions and launching ventures, currently founding Marbella AI to close the AI literacy gap while incubated at Harvard Innovation Labs. He holds a PhD in Machine Learning from the University of Pittsburgh and has translated academic research into healthcare and dental AI applications during roles at UPMC, Mass General Brigham, and Overjet. As a postdoc trainee at Harvard focusing on AI and business, he blends deep technical expertise with operational leadership—most recently as Director of Operations for a cross-border B2B startup. Jason’s work spans NLP, computer vision, and applied ML, and he pairs global cultural fluency (having lived and worked across three continents) with community-focused teaching in Chinatown. He’s open to collaborations and brings a rare combination of rigorous research, startup execution, and public-facing education.
Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)
Contributions:8 pushes in 4 months
pytorchpolicyadapteddeep-learningcvpr-2020
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