Faculty Member, PhD
Doruk Şen
Education
- 2020, PhD. in Engineering Management, Marmara University, Istanbul
- 2015, MSc. in Management with Business Finance, University of York, United Kingdom
- 2013, BSc. in Industrial and Systems Engineering, Yeditepe University, Istanbul
Courses
- IE 270 - Engineering Project Management
- IE 335 - Optimization Methods II
- IE 421 - Data Science for Engineers
- IE 423 - Machine Learning Applications in IE
- IE 211 - Introduction to Algorithms (2024)
- IE 234 - Optimization Methods I (2018)
- IE 481 - Financial Engineering (2021, 2022)
Areas of Interest
- Machine Learning
- Natural Language Processing
- Network Analysis
- Multimodal Learning
- Computational Social Science
Other Information
Academic Appointments
- Istanbul Bilgi University
- Assistant Professor, 2021 – Ongoing
- Research Assistant, 2018 – 2021
- Adjunct Instructor, 2015 – 2018
- Koç University
- Researcher, EU Horizon Project - FIERCE, June 2023 – August 2025
Research Visits
- Nokia Bell Labs, Cambridge, United Kingdom
- Visiting Scholar, Social & Responsible AI Team, July – August 2025
- Mirovni Institut, Ljubljana, Slovenia
- Visiting Researcher, Network Analysis Package, AFEMED Project, June 2024
Funded Research
- Istanbul Bilgi University (2025 – Ongoing)
- Project Title: Deep Learning-Based Geographical Feature Extraction from Istanbul’s Historical Maps: A Pilot Study of the Beyoğlu Region
- Scientific Research Projects Grant (Principal Investigator)
- TÜBİTAK - The Scientific and Technological Research Council of Turkey (2025 – Ongoing)
- Proje Title: Borders and Property: A Digital Analysis of the Impact of the Ottoman-Greek Border on the Ottoman Property Regime
- 1001 Grant (Researcher)
- TÜBİTAK - The Scientific and Technological Research Council of Turkey (2023 – Ongoing)
- Proje Title: Developing Machine Learning Assisted Models and Solution Methods for Integrated Container Loading and Routing Problems in Logistics Operations
- 1001 Grant (Researcher)
- Horizon Europe (2022 – 2025)
- Project Title: Feminist Movements Revitalizing Democracy in Europe
- Researcher
- Istanbul Bilgi University (2023 – 2024)
- Project Title: A Hybrid Artwork Valuation Model Proposition using Natural Language Processing, Machine Learning and Metaheuristic Algorithms
- Scientific Research Projects Grant (Principal Investigator)
- Istanbul Bilgi University (2021 – 2022)
- Project Title: Forecasts of Worldwide Oil, Natural Gas and Coal Consumption Using Machine Learning Methods
- Scientific Research Projects Grant (Researcher)