Faculty Member, PhD

Doruk Şen

+90 212 311 7709

Santralistanbul / E3-213

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)