Steven Ding
Staff Research Scientist at Stanford University
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolSteven Ding is a Staff Research Scientist with a decade of industry ML experience and a PhD in computer science, blending research rigor with product delivery across startups and enterprises. He has published 10+ papers at top ML venues (NeurIPS, ICLR, KDD, ACL) and serves on program committees for flagship conferences, signaling strong academic leadership. At the intersection of LLMs, GNNs, and single-cell biology, his recent work builds foundation models for single-cell data (CellPLM, Tabula) and Retrieval-Augmented Generation systems for conversational agents. As founder of OmicsML and co-founder of Qiyan Technology (successful exit), he has shipped 10+ AI products—chatbots and retrievers—that generated multi-million RMB customer savings. Currently based in Palo Alto, he splits time between Hippocratic AI and Stanford as a visiting scholar, applying foundation-model techniques to life-science problems like genetic perturbation and aging. Notably, he represents cells as tokens in pioneering foundation models, a non-obvious bridge between NLP architectures and spatial single-cell analysis.
10 years of coding experience
8 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at University of Southern CaliforniaBusiness/Commerce, General, Business/Commerce, General at The University of ManchesterDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Michigan State University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (64)
dance10
spatial-transcriptomics10
transcriptomics10
single-cell-analysis10
bioinformatics10
computational-biology10
benchmark9
geometric-deep-learning9
pytorch9
python9
extraction9
scales9
graph9
scanpy9
deep-learning9
Programming languages (4)
Github contributions (5)
OmicsML/awesome-deep-learning-single-cell-papers
Jun 2022 - Jan 2023
Contributions:2 reviews, 69 commits, 3 PRs in 7 months
OmicsML/awesome-foundation-model-single-cell-papers
Jun 2023 - Jan 2025
Contributions:1 review, 1 PR, 68 pushes in 1 year 7 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.