AI & Digital Transformation Consultant | Technical Trainer | Lecturer
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Yalova, Türkiye
Ali Cetinkaya is a technical instructor with over eight years of academic and practical engineering experience, specializing in Artificial Intelligence and Autonomous Systems. His work focuses on the intersection of artificial intelligence, embedded systems, fuzzy logic, and autonomous control, aiming to bridge theoretical models with real-world engineering solutions.
Throughout his academic and technical career, he has actively contributed to the development and commercialization of patented innovations. He has also spearheaded innovative technical education initiatives by leading and participating in national and international research projects supported by prominent organizations such as TUBITAK, ISTKA, and TEKNOFEST.
| Period | Role | Institution / Organization | Core Responsibilities & Impact |
|---|---|---|---|
| 2026 – Present | Technical Consultant & Instructor | Ilim Yayma Cemiyeti (IYC) HQs – R&D Unit | Coordinating R&D on AI architectures, instructing workshops on algorithms, and mentoring TÜBİTAK/TEKNOFEST teams. |
| 2025 – Present | Creator & Technical Educator | Danışmanlı Öğrenme (Udemy, YouTube, Instagram, Tiktok) | Produces global online courses (Python + Google Colab: Algorithms) and technical media content. |
| 2022 – 2026 | Program Head & Lecturer | Istanbul Gelisim University (IGU) | Managed Autonomous Systems Department; taught AI, Fuzzy Logic, Robotics, MATLAB, and C/C++ courses. |
| 2017 – 2024 | IP Manager & TTO Researcher | Technology Transfer Office (TTO) | Managed institutional patent/licensing pipeline and led applied engineering R&D projects. |
| Metric / Domain | Details & Impact |
|---|---|
| GitHub Contribution Ranking (Turkey) | Ranked 3rd in 2025 and 5th in 2024 in open-source activity and public code contributions nationwide. |
| Applied AI & Cyber Security Training | Technical Lead for ISTKA Project (7.5M TRY budget); delivered 110+ hours of Algorithms & AI training to 110+ students. |
| Intellectual Property Portfolio | 15 International Patents Registered (WIPO/PCT & Germany), 10 national patent applications, and 2 commercialized/transferred patents. |
| Institutional IP Excellence | Coordinated IP management leading host institution to 1st Place in Turkey among universities in TURKPATENT proceedings (2022 & 2023). |
| Academic Citations & Publications | 150+ Citations on Google Scholar; authored 15 journal articles, 11 conference papers, 1 book, and 6 book chapters. |
| Project Title / Area | Funding / Program | Role & Technical Scope |
|---|---|---|
| Safe Driving Smart Helmet | TÜBİTAK 2209-A (2026) | Academic Advisor – Sensor-integrated real-time rider safety and alert system. |
| META2IR: Route Air Parameters Tracking | TEKNOFEST Industrial Digital Tech | Project Mentor – AI-driven autonomous environmental monitoring platform. |
| METABODY: AI Smart Body Analysis | TEKNOFEST Social Innovation | Project Mentor – Computer vision & deep learning health metrics platform. |
| TUSI: VTOL Flying Car System | Institutional R&D Grant (BAP) | Embedded Software Developer – Flight control algorithms and hardware integration. |
| Eczamatik: Automated Dispenser | Institutional R&D Grant (BAP) | Algorithm Developer – Embedded controller logic and system UI integration. |
| Patent Title | International Reg No | TR Application No | Domain / Technology |
|---|---|---|---|
| Vertical Landing and Taking Off Flying Car | WO2023128962A1 |
TR2021/022082 |
Autonomous Flight & Embedded Control |
| Autonomous Flying Rescue Cabin | DE112023000361T5 |
TR2022/013513 |
Emergency Robotics & Aviation Systems |
| AI-Based Emergency Detection System | WO2024118006A1 |
TR2022/018295 |
Applied AI & Sensor Fusion |
| AI-Based Electric Current Control System | WO2024162909A1 |
TR2023/001114 |
Intelligent Energy Control Systems |
| Smart Cane with Environmental Awareness | WO2023214945A1 |
TR2022/007332 |
Assistive IoT Devices & Robotics |
| Vibration Cleaning for Solar Panels | WO2024205533A1 |
TR2023/003576 |
Renewable Energy Automation |
| Flying Car Runway & Charging Station | WO2024181939A1 |
TR2023/002199 |
Smart Infrastructure & EV Charging |
| Patent Title | Reg No | Assignee / Transferred Institution | Status |
|---|---|---|---|
| Classroom Smart Board Orientation System | TR2022/018289 |
Gokkusagi Educational Institutions | Transferred (2026) |
| Speed Calculation Method and Algorithm | TR2022/011782 |
Zirve Construction & Engineering Ltd. | Transferred (2026) |
| Authors | Title | Journal / Venue | Year | DOI / Link |
|---|---|---|---|---|
| Erdoğan, M. Ö., Okatan, A., Uz, U., Yılmaz, F., & Çetinkaya, A. | Production, and Analysis of a Two-Axis Food Liquid Pouring Machine | International Journal of Engineering Technologies (IJET), 8(1), 1-7 | 2022 | DOI |
| Özcan, İ., Aydın, H., & Çetinkaya, A. | Comparison of Classification Success Rates of Different Machine Learning Algorithms in the Diagnosis of Breast Cancer | Asian Pacific Journal of Cancer Prevention (APJCP), 23(10), 3287-3297 | 2022 | DOI |
| Çetinkaya, A., Öztürk, O., & Okatan, A. | Controlling A Robotic Arm Using Hand Recognition Software | International Journal of Engineering Technologies (IJET), 5(2), 59-63 | 2019 | Link |
| Çetinkaya, A., Gönen, S., Dahman, D., & Barışkan, M. A. | Exploring the Open-Source Concept to Enhance the Learning and Exploration Curve of AI Architecture | Proceedings of the 13th Intl. Symposium on Intelligent Manufacturing & Service Systems | 2025 | DOI |
| Ayas, A. Y., Aydın, H., Çetinkaya, A., & Güney, Z. | Artificial Intelligence (AI)-Based Self-Deciding Character Development Application in Two-Dimensional Video Games | Bilgi Ve İletişim Teknolojileri Dergisi, 5(1), 1-19 | 2023 | DOI |
| Aslandoğdu, Ö. F., Aydın, H., & Çetinkaya, A. | Accuracy Estimation and Analysis of Teachable Machine Model Developed with Tensorflow Javascript on Cloud: Face Recognition System Application | Intl. Journal of Management Information Systems and Computer Science, 6(1), 66-77 | 2022 | DOI |
| Type | Authors | Title / Chapter | Publisher | Year | ISBN |
|---|---|---|---|---|---|
| Book | Çetinkaya, A. | Fuzzy Logic and Python Applications (in Turkish) | IGU Press | 2023 | 978-605-4827-98-5 |
| Book Chapter | Çetinkaya, A., & Gök, M. | "k-NN Classification Method" (Machine Learning Algorithms, Chapter 4.4) | Nobel Academic Publishing | 2024 | 978-625-371-882-4 |
| Book Chapter | Çetinkaya, A., & Temür, M. | "Comparison and Analysis of AI-Supported Approaches in Renewable Energy Usage" (AI Studies, Chapter 2) | Çizgi Kitabevi | 2025 | 978-625-396-758-1 |
| Book Chapter | Çetinkaya, A., & Aykut, E. | "Digital Transformation with Generative AI: Career Fields of the Future" (Next-Gen AI Approaches, Chapter 2) | BİDGE Publishing | 2025 | 978-625-372-677-5 |
| Event / Workshop Title | Institution / Organization | Date | Role & Scope |
|---|---|---|---|
| Algorithms, Data Structures & AI Applications Workshop | Istanbul Sabahattin Zaim University (IZU-SEM) | June 2026 | Instructor – Applied algorithm design, computational logic, and AI workflows. |
| Microcontrollers and Internet of Things (IoT) Training | Istanbul Medeniyet University | May 2026 | Instructor – Hardware interfacing, microcontroller programming, and IoT architecture. |
| Autonomous Systems Basic & Applied Training Program | Istanbul Gelisim University (IGU-SEM) | Dec 2025 – Jan 2026 | Instructor – Sensor fusion, decision-making logic, and autonomous system kinematics. |
| From Algorithm to Inspiration: Artistic Codes of Generative AI | IDAF'25 – Ministry of Culture and Tourism | June 2025 | Invited Speaker / Instructor – Interdisciplinary generative models and algorithmic art. |
| Discover Creativity with AI: Generative AI & Career Horizons | IGU Career Development Academies | May 2025 | Instructor – Generative AI applications, productivity tools, and modern tech careers. |
| Data Structures, Algorithms & Applied AI Trainings | ISTKA & IGU Cyber Academy | Aug – Nov 2024 | Lead Instructor – Hands-on Python algorithm design, data structures, and AI models. |
| Artificial Intelligence Days in Avcılar | Avcılar Municipality Innovation Center | July 2024 | Instructor – AI awareness, machine learning fundamentals, and smart technologies. |
| Degree | Program / Discipline | University / Institution | Year |
|---|---|---|---|
| M.Sc. | Computer Engineering (Thesis) | KTO Karatay University, Graduate School of Natural Sciences | 2017 |
| B.Sc. | Electronics and Computer Education | Selçuk University, Technical Education Faculty | 2014 |
🚀 "Let's create, disseminate, preserve, and develop knowledge together!" — Lect. Ali ÇETİNKAYA (2025)
🚀 Bilgiyi oluşturalım, yayalım, koruyalım ve birlikte geliştirelim! -- Öğr. Gör. Ali ÇETİNKAYA (2025)