Ali Buğra Kanburoğlu
Experienced Researcher | PhD Candidate | MSc Computer Engineer | Mathematician
Turkcell , FMV Işık University, İstanbul, Türkiye
Ali Buğra Kanburoğlu currently works as a Master Expert AI Technical Product Manager at Turkcell. He worked as an Engineering Manager in the Artificial Intelligence Enablement Department at Huawei. He received his Bachelor's degree in Mathematics from FMV Işık University with a minor in Computer Science and Engineering. Also, he received his Master's degree in Computer Science and Engineering from FMV Işık University with a thesis "Graph Clustering Approach to Sentiment Analysis". He is currently pursuing a Ph.D. degree in Computer Science and Engineering at FMV Işık University. His research interests are Large Language Models, Recommendation Systems, Natural Language Processing and Deep Learning.
Education
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PhD. in Computer Science and Engineering
FMV Işık University
İstanbul, Türkiye
2018 - Now -
MSc. in Computer Science and Engineering
FMV Işık University
İstanbul, Türkiye
2016 - 2018 -
BSc. in Mathematics, Minor in Computer Science and Engineering
FMV Işık University
İstanbul, Türkiye
2010 - 2015
Work Experience
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Master Expert AI Technical Product Manager
Turkcell
İstanbul, Türkiye
2024 - Now -
Engineering Manager
Huawei Türkiye R&D
İstanbul, Türkiye
2021 - 2024 -
Senior Technical Consultant
Consulta Management and Technology Consulting
İstanbul, Türkiye
2018 - 2021 -
Teaching & Research Assistant
FMV Işık University
İstanbul, Türkiye
2016 - 2018
Publications
Conference
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Residual Connections Improve Prediction Performance
Ergun Biçici, Ali Buğra Kanburoğlu, Ramazan Tarık Türksoy
4th International Informatics and Software Engineering Conference (IISEC), 2023 pdf -
Incorporating Text Embeddings in Deep Neural Networks for Click-Through Rate Prediction
Ali Buğra Kanburoğlu, Funda Ay Ak
Innovations in Intelligent Systems and Applications Conference (ASYU), 2023 pdf -
Correct Placement of Normalization Layers in Click-Through Rate Prediction Models
İbrahim Can Yılmaz, Hasan Sarıbaş, Ali Buğra Kanburoğlu, Berkin Ersöz
8th International Conference on Computer Science and Engineering (UBMK), 2023 pdf -
TUR2SQL: A Cross-Domain Turkish Dataset For Text-to-SQL
Ali Buğra Kanburoğlu, F. Boray Tek
8th International Conference on Computer Science and Engineering (UBMK), 2023 pdf -
Effects of Loss Functions and Optimizers on Click-Through Rate Prediction
Said Aldemir, Funda Ay Ak, Ali Buğra Kanburoğlu
10th International Conference on Advanced Technologies (ICAT), 2022 pdf -
A Haar Classifier Based Call Number Detection and Counting Method for Library Books
Ali Buğra Kanburoğlu, F. Boray Tek
3rd International Conference on Computer Science and Engineering (UBMK), 2018 pdf -
An experimental evaluation of prior polarities in sentiment lexicons
Ali Buğra Kanburoğlu, Ercan Solak
IEEE International Conference on Data Mining Workshops (ICDMW), 2017 pdf -
Sound-sensitive lighting using fuzzy logic
Ali Buğra Kanburoğlu, Emre Şaşmaz
International Conference on Computer Science and Engineering (UBMK), 2017 pdf -
A new approach for named entity recognition
Burak Ertopçu, Ali Buğra Kanburoğlu, Ozan Topsakal, Onur Açıkgöz, Ali Tunca Gürkan, Berke Özenç, İlker Çam, Begüm Avar, Gökhan Ercan, Olcay Taner Yıldız
International Conference on Computer Science and Engineering (UBMK), 2017 pdf -
Shallow parsing in Turkish
Ozan Topsakal, Onur Açıkgöz, Ali Tunca Gürkan, Ali Buğra Kanburoğlu, Burak Ertopçu, Berke Özenç, İlker Çam, Begüm Avar, Gökhan Ercan, Olcay Taner Yıldız
International Conference on Computer Science and Engineering (UBMK), 2017 pdf -
All-words word sense disambiguation for Turkish
Onur Açıkgöz, Ali Tunca Gürkan, Burak Ertopçu, Ozan Topsakal, Berke Özenç, Ali Buğra Kanburoğlu, İlker Çam, Begüm Avar, Gökhan Ercan, Olcay Taner Yıldız
International Conference on Computer Science and Engineering (UBMK), 2017 pdf
Thesis
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Graph clustering approach to sentiment analysis
Ali Buğra Kanburoğlu
Işık Üniversitesi, 2018 master thesis