Doctorate
UBEM & AI/ML
๐
TรBฤฐTAK 2211-A
๐
YรK 100/2000
Jan. 2019 โ Sep. 2024
Middle East Technical University โ School of Applied Sciences, Faculty of Architecture
- Thesis: Occupancy Modeling for Sustainable Transformation of Residential Building Stock.
- Developed deep learning (time-series) models to improve occupancy representation in UBEM.
- Advisor: Prof. Dr. Ipek Gursel Dino · Co-advisor: Prof. Dr. Sinan Kalkan (Computer Engineering).
MSc
BEM & Statistics
๐
100% Scholarship
Sep. 2016 โ June 2018
Yaลar University โ School of Applied Sciences, Faculty of Architecture
- Thesis: The influence of early design decisions on energy demand โ a quantitative assessment using sensitivity analysis.
- Applied Sobol sensitivity analysis in Python (Eppy/Geomeppy, SciPy, SALib, NumPy).
- Specialized in thermodynamics and statistical modeling for energy-system evaluation.
- Advisor: Dr. Onur Dursun (Civil Engineer).
Bachelor
Architecture
๐
100% Scholarship
Sep. 2012 โ June 2016
Yaลar University, Faculty of Architecture
- Focused on core architectural foundations.
Online Education
Deep Learning & Probability & ML
โ
Self-paced (CENG / MITx)
- CENG 501 โ Deep Learning.
- MITx 6.431x โ Probability.
- MITx 6.86x โ Machine Learning with Python.
High School
General Academic
๐
100% Scholarship
Sep. 2006 โ June 2011
Le Lycรฉe Franรงais Saint Joseph d'Izmir
- Bilingual French / Turkish academic foundation.