Sotabase

Career

· Founder/Research, Endex2023–
· Quantitative Research Intern, IMC Trading2023–2023
· Intern, Meta2022–2022
· Research Assistant, Stanford Institute for Economic Policy Research2022–2023
· Software Development Engineer Intern, Amazon Music2021–2021
· M.S. in Statistics, Stanford University2021–
· ML Intern, You.com2021–2022
· Founder, Lead Back-End Developer, Carepath2020–2021
· Research Assistant, Stanford AI Lab [ML Group]2020–2021
· B.S.H. in Computer Science & B.A.H. in Economics, Stanford University2020–2023
· Research Trainee, Psychiatry Neuroimaging Lab, Harvard Medical School2019–2019
· Research Intern, Henry Ford Health System Bone & Joint Center2018–2018
· Researcher, Independent Research2017–2018

Publications (6)

Equivariant Graph Neural Networks for 3D Macromolecular Structure
arXiv.org · 2021
116
cited
Contrastive learning of heart and lung sounds for label-efficient diagnosis
Patterns · 2021
30
cited
CS 230 Project Milestone: Multimodal Financial Market-Crash Prediction and Market-Health Analysis
2021
Learned Image Augmentation for Distribution Shift Robustness Using GFlowNets
2022
Learned Syntax Aware Embeddings Using Equivariant Graph Neural Networks
2023
Learned Syntax Aware Word Embeddings Using Equivariant Graph Neural Networks
2022
Sotabase
Pratham Soni | Researcher Profile | Sotabase | Sotabase