About
🧭 Currently on the job market for Assistant Professor and Research Scientist positions. See my Research page for more details!
Welcome! I am an Alice and Joseph Brooks Postdoctoral Fellow in Kanaka Rajan’s AI + Neurotheory Lab at the Harvard Medical School and the Kempner Institute for the Study of Natural and Artificial Intelligence.
Previously, I spent a year applying AI to biology and medicine in Ankit Patel’s Lab at the Baylor College of Medicine / Rice University in Houston, TX. I completed my PhD in December 2021 at the University of Washington (Seattle), where my research bridged Machine / Reinforcement Learning and Computational Neuroscience. Before that, I earned an MS in Computer Science from Oregon State University and an MS in Electrical & Computer Engineering from the University of Iowa.
I have also worked in industry for about five years:
as a Research Scientist in Machine Learning at Meta’s Probability Team;
a Data Scientist at LinkedIn (now Microsoft);
a Machine Learning Engineer / Product Manager at Orbitz.com (now Expedia);
a Design Engineer at Texas Instruments; and a Robotics Intern at Systemantics.
Contact
- 📧 Email: satpreetsingh[at]gmail[dot]com OR satpreet_singh[at]hms[dot]harvard[dot]edu
- 🔗 Profiles: LinkedIn, Twitter/X
- 📄 Research & Code: Google Scholar, GitHub, ORCID
- 💬 Feedback: Anonymous message box
News
- Oct 2025: Three abstracts accepted to the NeurIPS 2025 Workshop on AI for Non-Human Animal Communication — MARL for Weakly Electric Fish, Unsupervised Machine Translation with MARL, Source Separation.
- Sept 2025: Paper on Degeneracy in RNN Solutions — NeurIPS 2025 Spotlight.
- Sept 2025: Paper on Hunting Zebrafish Deep RL Agents — Updated Preprint, AI4Science Workshop (Spotlight).
- June 2025: RLDM 2025 Spotlight Talk on MARL for Weakly Electric Fish Collectives.
- May 2025: Delivered the “Pizza Talk” at Harvard Medical School for the Rajan Lab on multi-agent electrosensing collectives.
- April 2025: Presented Plume Tracking Agents at the Collectively Emerged Timescales Workshop at CoSyNe 2025.
- April 2025: Organized the first workshop on Agent-Based Models in Neuroscience: Complex Planning, Embodiment, and Beyond at CoSyNe 2025 (recordings available).
- March 2025: Awarded the Alice and Joseph Brooks Fund Postdoctoral Fellowship (2025–26) at Harvard Medical School.
