Sotabase

Career

· Researcher, Stanford University, Dror Lab2024–
· MS and BS with Honors in Electrical Engineering, Stanford University2020–
· PhD in Computer Science, University of California, Berkeley2020–2025
· Bio-X Undergraduate Fellow, Stanford University2018–
· Postdoctoral Scientist, Columbia University Irving Medical Center
· Undergraduate Student, Computer Science, Stanford University

Publications (23)

Humanity's Last Exam
Robotics · 2025
284
cited
Conductivity of Nanowire Arrays under Random and Ordered Orientation Configurations
Scientific Reports · 2015
64
cited
Hierarchical, rotation‐equivariant neural networks to select structural models of protein complexes
Proteins: Structure, Function, and Bioinformatics · 2020
64
cited
Cross-protein transfer learning substantially improves disease variant prediction
bioRxiv · 2023
51
cited
Analytical modeling of orientation effects in random nanowire networks.
Physical Review E · 2019
8
cited
Hierarchical, rotation-equivariant neural networks to predict the structure of protein complexes
arXiv.org · 2020
8
cited
Transferability of Geometric Patterns from Protein Self-Interactions to Protein-Ligand Interactions
bioRxiv · 2021
6
cited
Cross-protein transfer learning substantially improves zero-shot prediction of disease variant effects
2022
4
cited
The Impact of Protein Dynamics on Residue-Residue Coevolution and Contact Prediction
bioRxiv · 2022
4
cited
Active telomere elongation by a subclass of cancer-associated POT1 mutations
Genes & Development · 2025
3
cited
Gold nanoparticles and tilt pairs to assess protein flexibility by cryo-electron microscopy.
Ultramicroscopy · 2021
3
cited
Assessing predictions on fitness effects of missense variants in HMBS in CAGI6
Human Genetics · 2024
2
cited
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
Conference on Empirical Methods in Natural Language Processing · 2025
2
cited
A benchmark of expert-level academic questions to assess AI capabilities
Nature · 2026
1
cited
Learning antibody sequence constraints from allelic inclusion
bioRxiv · 2024
1
cited
Approximate analytical modeling of random nanowire network conductivity
2019
Dissecting the oncogenic mechanisms of POT1 cancer mutations through deep scanning mutagenesis
bioRxiv · 2024
Learning antibody sequence constraints from allelic inclusion.
Cell Systems · 2025
Multi Agent Estimation of Musical Preferences
2017
The Sixth International Experiment Critical Assessment of Genome Interpretation
2022
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Milind Jagota | Researcher Profile | Sotabase | Sotabase