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 423 - Machine Learning Applications in IE
- IE 234 - Optimization Methods I (2018)
- IE 481 - Financial Engineering (2021, 2022)
Areas of Interest
- Operations Research
- Machine Learning
- Metaheuristic approaches
- Blockchain Technology
- Fintech
Other Information
Academic Appointments
- 2021 - , Assistant Professor
- 2018 - 2021, Research Assistant
- 2015 - 2018, Part Time Instructor
Funded Research
- Istanbul Bilgi University, Scientific Research Projects (BAP) [2023 - ], "A Hybrid Artwork Valuation Model Proposition using Natural Language Processing, Machine Learning and Metaheuristic Algorithms" (Coordinator)
- Istanbul Bilgi University, Scientific Research Projects (BAP) [2021 - 2022], "Forecasts of Worldwide Oil, Natural Gas and Coal Consumption Using Machine Learning Methods" (Researcher)