Hi. I'm Bulut.
My computer science interests are machine learning, natural language processing, computer vision. My research interests have been transfer learning, language models, text classification, landmark detection. I am open to new areas. My other interests are incivility, misinformation, discrimination in the internet. Website at kbulutozler.github.io
Experience
University of Arizona, Computational Language Understanding Lab
Jan 2021 – Present
Tucson, AZ
Graduate Research Associate
• Working on temporal information extraction with state of the art language models
CicekSepeti.com / Lolaflora.com
Mar 2020 – Jul 2020
Istanbul, TR
Data Science Intern
• Worked on detecting similarity between millions of products by description and images
• Worked on improving search quality
Istanbul Technical University
Jun 2018 – Jul 2020
Istanbul, TR
Research Member
• Worked on analyzing offensive language in social media with transfer learning and other methods
• Researched training several language models for Turkish (a low resource language)
• Built an ear landmark detector with low quality image dataset using deep CNNs for “The Unconstrained Ear
Recognition Challenge 2019”
• Built a sentence splitter tool by using JAVA and Regex for ITU Turkish NLP Pipeline, processed over half a
billion token collected from internet articles
University of Arizona, Computational Language Understanding Lab
Jun 2019 – Dec 2019
Tucson, AZ
Intern
• Worked on detecting incivility on the internet
• Researched and analyzed robust classification methods that can work on datasets with different
characteristics and different domains