QUALIFICATION

• Visiting Professor, Ryerson University, Toronto, Canada
  
•  Post-Doc, Eberhard Karls Universität, Tübingen, Germany
• PhD, Trakya University Computer Engineering
• MSc, ITU Information Technologies
• BA,  ITU Computer Engineering 

EXPERIENCE

• Visiting Professor, Ryerson University, Toronto, Canada
•  Post-Doc, Eberhard Karls Universität, Tübingen, Germany
• Assistant Professor, İstanbul Bilgi University Computer Engineering Department
• Data Science Trainer at The Banks Association of Turkey Training Center
• Teaching Assistant, Istanbul Bilgi University Computer Science Program
• Teaching Assistant, ITU Informatic Institute
• Eclipse & Java Trainer, IBM Academy of Technology
• Inforsense Software Turkey Datamining Counselling 

RESEARCH & PROJECTS

Last 3 years...

• Artificial intelligence models for early detection of opioid-related death outbreaks.  Statistics Canada and Ryerson University Collaborative Project
• Toronto Stock Exchange Project, Ryerson University, Canada, 2018
• Algorithmic research methodologies for the Turkish Twittersphere, 2015
• MEDBIK: Text Mining for Public Understanding of Science in Turkey  (TUBITAK 1001 Funded Project ) 2014-2016
• Academic Consultancy Intelligent System for Cash Management, TUBITAK funded project, Biz Cozum Bilgisayar ve Entegrasyon A.S, 2015
• Academic Consultancy Applying Machine Learning to Human Resources, TUBITAK funded project, 2015

RESEARCH INTEREST

Deep Learning, Natural Language Processing, Data Science,  Free Software and Open Source,
https://openanalitik.wordpress.com/

PUBLICATIONS and CONFERENCES

Last 3 years...

•  (SSCI) News Coverage of the Gulf Crisis in the Turkish Mediascape. International Journal of Communication, 1340–1367, Vol 13, 2019
•  The Refugee Crisis in the Croatian Digital News: Towards a Computational Political Economy of Communication,  The Political Economy of Communication, 2018, Vol 6 , no 1
•  (SSCI, just accepted) Improving word embeddings projection for Turkish hypernym extraction. Turkish Journal of Electrical Engineering and Computer Sciences. 2019.
• (TR-Index) A Comparison of Different Approaches to Document Representation in Turkish Language, SDU Journal of Natural and Applied Science, Vol 22, Issue 2, 2018
•  (TR-Index) A comparative analysis of text classification for Turkish language, Pamukkale University Journal of Engineering Science Volume 25 Issue 5, 2018
•  (SCI) Learning Turkish Hypernymy Using Word Embeddings, IJCIS , Atlantis Press, Vol.11 Issue-1, Pages 371-383, 2018
• (SSCI)  Listening to the organization: change evaluation with discourse analysis, Journal of Organizational Change Management, Emerald Publishing Limited, 2018,
•  (SCI) A cascaded framework for identification and extraction of antonym for Turkish language, Journal of Soft Computing, Springer, 2018

• Visiting Professor, Ryerson University, Toronto, Canada
•  Post-Doc, Eberhard Karls Universität, Tübingen, Germany
• PhD, Trakya University Computer Engineering
• MSc, ITU Information Technologies
• BA,  ITU Computer Engineering 

• Natural Language Processing with Python
• Deep Learning
• Machine Learning