PhD Candidate & Teaching Assistant at Bernoullı Institute, University of Groningen, November 2023-Present
Researcher at Turkish Scientific and Technological Research Council ARDEB 1001 Project, October 2021-November 2023
Co-Founder at VeriPie, April 2020-Present
Research and Teaching Assistant at Middle East Technical University Department of Statistics, November 2017-November 2023
Student Assistant at Middle East Technical University Department of Statistics, October 2016-May 2017
Summer Intern at Central Bank of Turkey Department of Banking and Financial Institution, July 2016 - a month
Summer Intern at Ministry of Treasury and Finance Department of Insurance and Actuarial Science, June 2016 - a month
Programming Skills
Other Categories
Development of a Hand Robotic Mirror Therapy System Based on Motor Learning: (Work in progress) In this project, we propose a robotic hand rehabilitation system for hemiplegia patients based on fine grip movement. Tech: Python, Pytorch
Medium Term Wind Power Forecasting Using Deep Learning: In this study, medium term wind power predictions are performed by using Gated Recurrent Unit(GRU), Long Short Term Memory with attention, a hybrid Convolutional Neural Network and Long Short Term Memory architecture and Autoregressive Convolutional Recurrent Neural Network on the real life hourly production data set of a power plant operator to outperform the company’s model. company. Tech: Python, Pytorch(January’22)
House Price Prediction Using Machine Learning: A Case in Iowa: In this project, we aim to developan accurate regression model using tree-based algorithms and explain the type of information which has an impact on the houseprice. Tech: Python, sklearn (January’22)
Evaluation of Reading Skills in the Context of Gender: An Analysis with PISA 2018 Data: Examining the reading proficiency of girls and boys in Turkey by analyzing data from the International Student Program (PISA) 2018. Tech: SPSS, R Studio. (July ’21)
Visualization of Turkey Provinces: Contribution a project in Ozyegin University by drawing Turkey Map in R Tech: R Studio (April’21)
Özdemir, Ozancan & Yozgatligil, Ceylan. (2019). Makine Öğrenmesi Teknikleri ile Muğla ve Kütahya İllerindeki Deprem Büyüklüğünün ve Yönünün Tahminlenmesi.
Nur H. Orak, Ozancan Ozdemir, The impacts of COVID-19 lockdown on PM10 and SO2 concentrations and association with human mobility across Turkey, Environmental Research, Volume 197, 2021, 111018, ISSN 0013-9351, https://doi.org/10.1016/j.envres.2021.111018.
Cavus, et al., "The R Journal: Conference Report of Why R? Turkey 2021", {The R Journal}, 2021
Cin, Melis & Ilhan, Ali & Özdemir, Ozancan & Düşkün, Yeliz & Korlu, Özgenur. (2022). Okuma Becerilerinin Toplumsal Cinsiyet Bağlamında Değerlendirilmesi PISA 2018 VERİLERİYLE BİR ANALİZ. 10.13140/RG.2.2.26165.35044.
Cavus, et al., "The R Journal: The Conference Report of Why R? Turkey 2022: The First R Conference with Call For Papers in Turkey", The R Journal, 2022.
Özdemir, O., & Yozgatlıgil, C. (2023). Forecasting performance of machine learning, time series, and hybrid methods for low‐ and high‐frequency time series. Statistica Neerlandica. https://doi.org/10.1111/stan.12326
O. Özdemir, “turkeyelections: The Most Comprehensive Initial R Package Developed on Election Results in Turkey”, JSAS, sy. 9, ss. 67–76, Haziran 2024, doi: 10.52693/jsas.1456233.
Talk at METU Statistics Club, Ankara, Turkey
Talk at TUMDER - Turkstat Member Association, Ankara, Turkey
Talk at TUMDER - SICSS Istanbul 2023 Day 5, Ankara, Turkey
Türk Deprem Araştırma Dergisi, 2024.