Sophia Tang
Undergraduate Researcher, Chatterjee Lab @ University of Pennsylvania
About
Hi! I’m a third-year undergraduate student at the University of Pennsylvania conducting research at the intersection of ML and biological discovery. Aside from research, I’m a dual degree student studying computer science and statistics in the Jerome Fisher Program in Management & Technology. I’m part of the Chatterjee Lab, developing theoretical ML frameworks, and the Mitchell Lab, designing lipid nanoparticle (LNP)-based delivery vehicles to transport mRNA across the blood-brain barrier. I also write highly technical and visual guides on advanced deep learning models for biology in my blog, Alchemy Bio: alchemybio.substack.com Feel free to reach out at sophtang@seas.upenn.edu.
United States
Philadelphia
Civic & Social Organization
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Experience

Chief Operating Officer
Led GirlTechBoss, an international 501(c)3 non-profit organization on a mission to empower girls and non-binary individuals to pursue STEM and entrepreneurship. Founded and led the 2-day virtual 2022 IntHERdisciplinary STEM Conference that had 500+ attendees. Hosted the GirlTechTalk Podcast.

Consultant
Consulted for and worked with various companies/organizations to address key business problems: • United Nations Environment Programme (UNEP): Consulted on how to drive real change in reducing air pollution. Designed a framework to distribute induction stoves in rural India through a network of women entrepreneurs, mitigating the 268,000 deaths annually caused by biomass combustion for cooking. Top 4 among 22 teams selected to discuss implementation steps with executives at the UNEP. • BenchSci: Consulted on how to help scientists better understand the mechanisms of drugs. Developed a system that uses transformer-based models to help scientists predict the efficacy and outcomes of protein-molecule interactions during the pre-clinical phases. Designed an interactive prototype of our product. Won 1st place ($5,000) after pitching to BenchSci Executives.
Education
Sophia Tang's Contact Information
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