Unique Subedi

Member of Research Staff at Fireworks AI

I am a Member of Research Staff at Fireworks AI. I recently completed my Ph.D. in Statistics at the University of Michigan, where I was advised by Ambuj Tewari.

Fireworks AI
Jun 2026 -
Member of Research Staff

I am a Member of Research Staff at Fireworks AI.

University of Michigan
Aug 2021 - Apr 2026
Ph.D. in Statistics · Thesis

I was advised by Ambuj Tewari. My work centered on the mathematical foundations of machine learning, with a focus on operator learning and related questions in AI for Science. My thesis was awarded the Outstanding Dissertation Award from the Department of Statistics. I was supported by the Rackham International Student Fellowship and the Rackham Predoctoral Fellowship.

Block
Summer 2025
Research Intern

Worked on pretraining foundation model for customer behavior data on Cash App.

University of Mississippi
Aug 2017 - May 2021
B.S. in Mathematics and Computer Science · Thesis

At Ole Miss, I got an opportunity to learn analytic number theory from Micah Milinovich and Rizwanur Khan.

Fields Institute
Summer 2020
Research Fellow

Worked with Asif Zaman on probabilistic number theory. [Paper 1], [Paper 2]

news

Mar 17, 2026 Successfully defended my Ph.D. thesis.
Aug 30, 2025 Completed Research Internship at Block.
Apr 30, 2025 Received the Rackham Predoctoral Fellowship from the University of Michigan.
Dec 08, 2023 Awarded the Rackham International Students Fellowship.