Publication
Fabric defect detection using deep learning
May 1, 2016 · Signal Processing and Communications Applications Conference (SIU) · Citations: 41
AŞ
Abdulkadir Şeker
@abdulkadir-seker
Assistant Professor of Computer Engineering
I’m an AI researcher exploring machine learning, natural language processing, and software engineering to turn research into practical intelligent applications.
Featured
Publication
Evaluation of Fabric Defect Detection Based on Transfer Learning with Pre-trained AlexNet
Sep 1, 2018 · International Artificial Intelligence and Data Processing Symposium (IDAP) · Citations: 29
Publication
A novel alignment-free DNA sequence similarity analysis approach based on top-k n-gram match-up
Aug 6, 2020 · Journal of Molecular Graphics and Modelling · Citations: 24
Publication
Derin Öğrenme Yöntemleri Ve Uygulamaları Hakkında Bir İnceleme
Dec 27, 2017 · Gazi Journal of Engineering Sciences · Citations: 18
Career
Experience: 14 yearsExperience
Assistant Professor
Kyrgyz-Turkish Manas University
A public university in Bishkek, Kyrgyzstan, established through cooperation between Kyrgyzstan and Türkiye, with programs across disciplines.
Oct 2025 — PresentAssistant Professor in Computer Engineering at Kyrgyz-Turkish Manas University.
Assistant Professor; previously Research Assistant
Sivas Cumhuriyet University
A public university in Sivas, Türkiye, with teaching and research across a range of academic fields.
Oct 2013 — PresentProgressed from Research Assistant to Assistant Professor, with teaching, thesis supervision, academic center leadership, and Erasmus coordination.
• Assistant Professor from Nov 2021 to present. • Research Assistant from Oct 2013 to Nov 2021. • Deputy Director, Industry and Trade Cooperation Development Application and Research Center, from Feb 2025. • Erasmus Coordinator, Department of Computer Engineering, from Feb 2023 to Sep 2025. • Deputy Director, New and Renewable Energy Resources Application and Research Center, from Dec 2020 to Jun 2021. • Supervised four completed master's theses. • Taught selected graduate and undergraduate courses from 2024 to 2026.
Founder and Chair of the Board
Moledro Yazılım
Dec 2023 — PresentFounded Moledro Yazılım and serves as Chair of the Board.
• Moledro Yazılım Ticaret Sanayi A.Ş.
R&D Engineer
NETSİM
Apr 2013 — Sep 2013Worked as an R&D Engineer on ERP mobile application development.
• ERP mobile application development.
Computer Engineer
Detay Bilgisayar
Sep 2012 — May 2013Developed patient wristband module software for a KOSGEB-supported project.
• Developed patient wristband module software for a KOSGEB-supported project.
Education
Ph.D., Computer Engineering
Yıldız Technical University
2016 — 2021M.Sc., Electrical and Computer Engineering
Erciyes University
2014 — 2016B.Sc., Computer Engineering
Karadeniz Technical University
2007 — 2012Selected projects
TÜBİTAK 1507
Principal Investigator, Dec 2024 to Jun 2026. AI-powered reputation management and customer analytics platform for businesses.
eDataLabHQ.com
Researcher, Jun 2023 to Oct 2026. University-supported scientific research project.
TradeConnect
Principal Investigator, Dec 2023 to Dec 2024. Business networking platform to improve inter-company connectivity and productivity.
KOSGEB R&D, Product Development & Innovation
Consultant, Jul 2023 to Apr 2024. Smart business management and external access frameworks.
HAVADİS
Consultant, Mar 2018 to Mar 2019. Social media anomaly detection, event tracking and analysis.
Efficient deep learning algorithms for automated fabric defect detection
Researcher, Jun 2015 to Nov 2016. University-supported research.
Skills
Natural language processingMachine learningDeep learningGenerative AIEmpirical software engineeringOpen-source software analyticsApplied data scienceAspect-based sentiment analysisRetrieval-augmented generationSoftware engineeringObject-oriented programmingMobile programmingRobot programmingLanguage processorsOperating systemsAlgorithm applicationsData warehousing and data miningSoftware testing and quality assuranceAutonomous robotics