Profile photo of İrfan Mahmutoğulları

İrfan Mahmutoğulları

Postdoctoral Researcher – Department of Computer Science, KU Leuven

About Me

I am a postdoctoral researcher in the Declarative Languages and Artificial Intelligence (DTAI) group at the Department of Computer Science at KU Leuven. I am working on better integration of machine learning techniques and stochastic optimization methods in the context of the ERC-funded project Conversational human-aware technology for optimization (CHAT-Opt) in Prof. Tias Guns’ lab.

Research Interests

Contextual Stochastic & Robust Optimization Combinatorial Optimization Decision-Focused Learning Supply Chain & Distribution Logistics Machine Learning

Experience

Postdoctoral Researcher – DTAI, KU Leuven, Leuven, BE

Oct 2022 – Present

Lecturer – Department of Industrial Engineering, TED University, Ankara, TR

Feb 2019 – Sep 2022

Research & Teaching Assistant – Department of Industrial Engineering ,Bilkent University, Ankara, TR

Sep 2011 – Jan 2019

Education

Ph.D. – Industrial Engineering & Operations Research, Bilkent University

Sep 2013 – Jan 2019
Thesis: Multi-stage Risk-Averse Mixed-integer Programming (Advisors: Prof. Özlem Çavuş & Prof. M. Selim Aktürk)

M.S. – Industrial Engineering & Operations Research, Bilkent University

Sep 2011 – Jun 2013
Thesis: Competitive Hub Location Problem (Advisor: Prof. Bahar Yetiş Kara)

B.S. – Industrial Engineering, Bilkent University

Sep 2007 – Jun 2011