I am a machine learning researcher developing probabilistic models and intelligent agents, especially for relational learning, dynamical modelling, time series analysis, and decision making under uncertainty. In my previous research projects and jobs, I’ve developed machine learning models for a broad range of application areas, including text understanding, social media analysis, and algorithmic trading in stock market. In my PhD research, I focused on probabilistic programming by developing and implementing efficient and automated Bayesian inference algorithms.
Education Background
Istanbul Ataturk High School of Science (2006-2010)
Bogazici University Electrical-Electronics Engineering BSc. (2010-2015)
Bogazici University Computational Science MSc. (2015-2018) - You can reach my master thesis “Tensor Decomposition Models for Knowledge Graphs” here
Eindhoven University of Technology Electrical Engineering PhD (2018-2023) - Thesis: “Towards Universal Probabilistic Programming with Message Passing on Factor Graphs” here