プロフィール詳細

プロジェクトを作成

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Dr. Mehmet U.に依頼

Turkey

Industrial AI, Machine Learning, Computer Vision & Sensor Analytics

プロフィール概要

I hold a PhD in Electrical & Computer Engineering with expertise in Artificial Intelligence, Machine Learning, Computer Vision, IoT, Edge AI, Data Analytics, and Predictive Modeling. My research and consulting activities focus on developing AI-driven solutions for agriculture, food authentication, industrial inspection, environmental monitoring, and smart sensing systems. My work combines advanced machine learning algorithms with sensor technologies, thermal imaging, computer vision, and embedded systems to solve real-world challenges. I have extensive experience in designing and implementing end-to-end AI solutions, including data collection, preprocessing, model development, deployment, and performance evaluation. Research and Development Experience My previous and ongoing research projects include: Food Authentication and Adulteration Detection: Development of AI-based systems using thermal imaging, spectroscopy, sensor fusion, and machine learning for rapid detection of food fraud and adulteration, particularly in honey and other food products. Smart Agriculture and Crop Monitoring: AI models for plant health assessment, crop breeding, soil property prediction, disease detection, and precision agriculture applications. Computer Vision and Edge AI Systems: Development of real-time object detection and monitoring systems using YOLO, NVIDIA Jetson platforms, thermal cameras, and multi-camera sensor networks. IoT and Smart Monitoring Solutions: Design of IoT-enabled sensing systems for environmental monitoring, food quality assessment, and industrial process optimization. Predictive Analytics and Machine Learning: Development of machine learning models including XGBoost, deep learning, and time-series forecasting for classification, prediction, and decision support systems. Blockchain and Data Traceability: Integration of blockchain technologies for secure data recording, traceability, and quality assurance in food and agricultural supply chains. Technical Skills Machine Learning & Deep Learning Computer Vision & Image Processing AI Applications Predictive Modeling and Time Series Analysis Thermal Imaging and Sensor Fusion Python, C/C++ TensorFlow, Scikit-Learn, XGBoost YOLO and Real-Time Object Detection NVIDIA Jetson Edge AI Platforms IoT Systems and Embedded AI Data Analytics and Visualization Cloud and AI Deployment Solutions Research Funding and International Collaboration I have participated in multidisciplinary research and innovation projects involving academia, industry, and international partners. My experience includes proposal development, technical work package leadership, Horizon Europe-style project preparation, technology validation, and commercialization planning. I am interested in collaborating with startups, research organizations, technology companies, and industrial partners seeking expertise in AI, computer vision, smart agriculture, food technology, IoT, and data-driven innovation.

専門分野

• ☆ Agricultural Engineering
• ☆ Agricultural Technology
• ☆ Aquaculture
• ☆ Computer Science
• ☆ Computer Hardware
• ☆ Software Engineering
• ☆ Internet of Things
• ☆ Software Architecture
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Food Safety
• ☆ Python
• ☆ SQL
• ☆ Tensorflow
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ E-Health & Telemedicine
• ☆ Healthcare Administration & Management
• ☆ Hospital & Medical Facility Management
• ☆ Nursing Informatics

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Scientific and Technical Research

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Image Processing, Image Analysis, Algorithm Design-ML, Big Data Analytics, Data Cleaning, Data Processing

Product Development Concept Development, Prototyping

職務経験

Prof Dr

Yasar University

9月 2015 - 現在

Senior Software Engineer

Ascom

6月 2010 - 7月 2015

Senior Software Engineer

Rauland Borg Corp

10月 2007 - 4月 2010

Software Engineer

Dukane Corp

3月 1997 - 9月 2007

Software Engineer

panasonic

5月 1995 - 3月 1997

Teaching Assistant

Illinois Institute of Technology

8月 1992 - 5月 1995

学歴

PhD

Illinois Institute of Technology

8月 1992 - 12月 1997

MSc in Electrical and Computer Engineering

Illinois Institute of Technology

8月 1990 - 5月 1992

認定資格

• Six Sigma

  Dukane Corp

  10月 2002 - 現在

• Software PSP

  Dukane Corp

  6月 2002 - 現在

• Total Quality Management (TQM)

  Dukane Corp

  1月 2002 - 現在

出版物

PREPRINT

İlhan Gamze Saygı, Sara Mahyanbakhshayesh, Berdan Ak, Mehmet Hilal Özcanhan, Mehmet Ünlütürk (2026). A Real-Time IoT, LLM, AI-Supported Wind Turbine Failure Prediction System .

JOURNAL ARTICLE

Mehmet S. Unluturk, Berkay Berk, Sevcan Unluturk (2026). Automated detection and quantification of honey adulteration using thermal imaging and convolutional neural networks . Engineering Applications of Artificial Intelligence.

Mehmet S. Unluturk, Secil Kucukyasar, Fikret Pazir(2021). Classification of organic and conventional olives using convolutional neural networks . Neural Computing and Applications. Springer Science and Business Media {LLC}

OTHER

Mehmet Unluturk, Semih UTKU(2021). Hospital Paperless Communication Technologies . Research Square Platform {LLC}