Doctorate
UBEM & AI/ML
🏅 TÜBİTAK 2211-A
🏅 YÖK 100/2000
Jan. 2019 – Sep. 2024
Middle East Technical University — 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
🏅 100% Scholarship
Sep. 2016 – June 2018
Yaşar University — School of Applied Sciences, Faculty of Architecture
- Thesis: The influence of early design decisions on energy demand — 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
🏅 100% Scholarship
Sep. 2012 – June 2016
Yaşar University, Faculty of Architecture
- Focused on core architectural foundations.
- Co-organized Tasarım Köyü İzmir (Design Village İzmir), a student-run interdisciplinary summer design workshop and exhibition — editions in 2015 (Umob 15) and 2016.
- Exhibition later featured at İzmir Mimarlık Merkezi (İzmir Chamber of Architects).
Online Education
Deep Learning & Probability & ML
—
Self-paced (CENG / MITx)
- CENG 501 — Deep Learning.
- MITx 6.431x — Probability.
- MITx 6.86x — Machine Learning with Python.
High School
General Academic
🏅 100% Scholarship
Sep. 2006 – June 2011
Le Lycée Français Saint Joseph d'Izmir
- Bilingual French / Turkish academic foundation.