Pedram Bayat

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pbayat [at] seas.upenn.edu

Hi! I’m a student at the University of Pennsylvania studying Bioengineering and Systems Engineering.

I’m interested in using computation to better understand how biological systems interact and evolve. My research goal is to enhance the design and understanding of biological systems to approach unanswered questions in human health. I’m broadly curious about generative molecular design, agent-assisted biomedical research, perturbation modeling, and maintaining a second brain to think about all of this via the Zettelkasten method.

I currently spend my time researching ML guided protein binder design at Penn Medicine’s Center for Cellular Immunotherapies and investigating solutions to antimicrobial resistance at Chloropept. Previously, I spent time at Arc Institute working on single cell RNA sequencing, Genentech working on assay development for novel CAR-Ts, and Stanford learning how to purify proteins.

I’m always open to chat. Feel free to reach me via email, LinkedIn, or X.

news

Feb 04, 2026 CART4-34 paper published in Science Translational Medicine!
Feb 02, 2026 Joined the Goodman Lab to work on machine learning pipelines for protein design.
Nov 22, 2025 Accepted into the 2026 cohort of the Widjaja Engineering Entrepreneurship Fellows program at Penn!
Aug 21, 2025 Wrapped up my summer research internship at Genentech Biochemical and Cellular Pharmacology.
Mar 02, 2025 Reference-free cell-type annotation with LLM agents accepted to ICLR 2026 Machine Learning for Genomics Explorations (MLGenX).
Mar 20, 2024 Joined the Ruella Lab to work on next-generation CAR-T cell immunotherapies.