Poyraz Bozkurt

Poyraz Bozkurt

Ph.D. Student
Fuqua School of Business
Duke University

Contact

Email: poyraz.bozkurt[AT]duke.edu

Updates

AUG 2023
JUN 2023
OCT 2022
Presented Dynamic Bandits at INFORMS Annual Meeting, Indianapolis.

Education

Ph.D. Student in Operations Management, Duke University
M.S in Industrial Engineering, Purdue University, 2023

Research

Reinforcement learning, bandits, experimentation, and causal inference for online platforms.

Teaching

Math Instructor for 2025 Ph.D. Math Bootcamp, Duke University

  • Designed and taught foundational mathematics modules including linear algebra, real analysis, and optimization to incoming doctoral students.
  • Teaching Evaluation: 4.7 / 5.0
  • View Syllabus (PDF)

Work / Internship Experience

Summer Research Intern at Artificial Intelligence Department, Fidelity Investments, Boston, Massachusetts, 2023

  • Developed a Bandits-Based Adaptive Large Neighborhood Search Solver (BALANS)
  • ML guided heuristics to solve combinatorial optimization problems

Art, Favorite Books, and Quotes

Art

I enjoy exploring modern art and abstract designs. My favorite artist is Wassily Kandinsky, whose work blends emotion and geometry seamlessly.

Favorite Books

  • Philosophy: Who Needs It by Ayn Rand
  • Sapiens: A Brief History of Humankind by Yuval Noah Harari
  • The Lean Startup by Eric Ries
  • Thinking, Fast and Slow by Daniel Kahneman