Education The degree behind the LLM work. Stony Brook University, 2024 to 2026.

Four semesters at Stony Brook, an M.S. in Data Science. I started with probability and statistical learning, moved into big data algorithms and data management, and spent a semester elbow-deep in natural language processing. Three of those semesters ran alongside the research role listed elsewhere on this site. Same transcript, different tab open.

Where
Stony Brook University · New York
Dates
August 2024 – May 2026
Stony Brook University stadium filled for commencement

01 · The actual coursework

Probability, statistical learning, statistical computing. Big data algorithms, big data analysis, data management. Then AMS 691, Topics in Applied Mathematics, which that semester meant natural language processing. FedTalk and Kaggriculture both lean on this coursework directly.

02 · Three semesters, one research role

AMS 585, Internship in Data Science, shows up on the transcript three separate times: Spring 2025, Summer 2025, Spring 2026. Same research role each semester. The coursework and the job were the same work, filed under two different names.

03 · Two years, one degree

Graduated May 21, 2026, with the degree conferred the next day. Two years, one research role running the entire time, the same role listed under Stony Brook Research on this site. No separate track, no gap between the two.