I am a recent PhD graduate from the School of Mathematical and Computer Sciences at Heriot-Watt University, Edinburgh Campus, having completed my degree in 2023 under the supervision of Mike Just and Michael Lones. My doctoral thesis, titled 'Behaviour-Based Security with Machine Learning on IoT Networks,' focused on advancing the field of IoT security, particularly in the areas of device identification and attack detection within IoT networks. My research interests span cyber security, computer networks, internet of things, indoor positioning, and machine learning. I am particularly passionate about the practical application of machine learning techniques across various data types.
I worked at Huawei Edinburgh R&D centre as a Research Intern during 6 months in 2022. In this process, I developed various solutions to indoor positioning problems by focusing on the analysis of geospatial data with machine learning.
I graduated from Marmara University with a BSc in Computer Education and Instructional Technology in 2009. I took my MSc degree from University of Essex in Computer Networks and Security with Distinction in 2018. My master thesis was about detection of network attacks using machine learning methods (Supervised by Martin Reed). The thesis and the code are available.
Between undergraduate and graduate education, I worked as a computer teacher for about seven years in a wide range of schools from elementary to high school in some provinces in Turkey (İstanbul, Şırnak, Manisa, Adıyaman). During these years, in addition to teaching, I worked as a technology consultant and conducted projects teaching programming to young people and encouraging teachers to use instructional technology. Between 2013 and 2016, I worked as a teacher trainer in the Fatih Project, a national project of the Turkish government, which seeks to integrate state-of-the-art computer technology into Turkey's public.
My personal interests include hiking, taking photos and Turkish literature, etymology and classical Turkish poetry (I obtained BA in Turkish Language and Literature with Honour in 2015. I was a PhD student in Turkish language and literature before I completely switched my route to computer science.)
You can find my detailed CV in here.
