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Roshini Balasubramanian
Applied Math @ Princeton - Innovation Fellow @ ScaleHealth
Roshini Balasubramanian is a Princeton University graduate with a diverse background in engineering, healthcare, and technology. She graduated in 2022 with a B.S. in Engineering, specializing in Operations Research and Financial Engineering, and earned certificates in global health, health policy, cognitive science, and computing applications.12
Professional Background:
- Currently works as a Deal Professional Associate at Patient Square Capital2
- Previously worked in the healthcare group of Barclays' Investment Banking Division2
- Has experience as a fellow at ScaleHealth, a healthcare innovation consortium1
- Worked as a product manager at Health AI startup1
- Interned at various organizations including Children's National Health System and Fannie Mae1
Academic and Research Interests: Her academic work focused on developing neural networks for medicine, particularly exploring neurosymbolic approaches that combine neural networks with encoded rules to improve medical diagnosis. She is passionate about using data science and machine learning to solve healthcare challenges.1
Research Contributions: Balasubramanian has published research, including a notable paper on "SCouT: synthetic counterfactuals via spatiotemporal transformers for actionable healthcare" in 2023.3
Extracurricular Activities:
- Oboist in Princeton University Orchestra and Princeton Camerata
- Co-editor-in-chief of Princeton Public Health Review
- Co-founder of Princeton Students vs. Pandemics chapter1
In her free time, she enjoys listening to podcasts, trying new foods, and hiking.1


