Shaping Future
Innovators
Innovators
A decade of dedication to education, combining academic rigor with industry expertise to prepare the next generation of data scientists and researchers.
Years Teaching
Students Mentored
Courses Created
Workshops
200+ Participants
Empowering the Next Generation
Teaching is not just about transferring knowledge. It's about inspiring curiosity, building confidence, and guiding students to discover their own potential in solving complex problems.
Student-Centered Learning
Adapting teaching methods to meet individual student needs and learning styles
Research-Oriented Approach
Connecting theoretical concepts with cutting-edge research applications
Hands-On Experience
Emphasizing practical work and real-world problem-solving skills
Mentorship & Guidance
Providing continuous support and fostering academic growth
Courses Taught
Comprehensive curriculum spanning medical imaging, machine learning, deep learning, and DevOps
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Medical Image Processing
Comprehensive courses combining practical work sessions on medical imaging fundamentals, image segmentation, classification techniques, and research-oriented scientific article analysis with poster presentations.
Signal Processing Fundamentals
Supporting lectures and practical sessions in signal processing theory and applications, including Fourier analysis and digital filtering.
Probability & Statistics
Practical sessions covering statistical detection theory, estimation methods, and random variable analysis including Neyman-Pearson tests, maximum likelihood and Bayesian estimators, and Cramér-Rao bounds.
Machine Learning
Comprehensive introduction to machine learning fundamentals, covering supervised and unsupervised learning, model evaluation, feature engineering, and practical applications using Python and scikit-learn.
Deep Learning
Advanced workshop covering neural network architectures, CNNs, RNNs, transformers, and practical implementation with PyTorch. Focus on understanding model internals and avoiding common pitfalls.
DevOps & Containers
Practical workshop on Docker containerization, focusing on building reproducible research environments, managing dependencies, and deploying AI/ML applications in containers.
Mentoring Excellence
Guiding the next generation of researchers and data scientists through hands-on mentorship
PhD Students
Guiding doctoral candidates through advanced research in signal processing, machine learning, and medical imaging.
Masters Students
Mentoring graduate students in developing expertise in AI, data science, and image processing applications.
Intern Students
Providing hands-on research experience for undergraduate and graduate interns exploring AI and data science.
Junior Data Scientists
Training and mentoring early-career data scientists in industry best practices and cutting-edge techniques.
Impact by Numbers
A decade of dedication to education and mentorship
Years Teaching
Academic & Industry
Students Mentored
PhD, Masters & Interns
Courses Created
Original curriculum
Workshops Delivered
200+ Participants
Committed to nurturing talent and advancing knowledge through hands-on education and industry expertise.
AI Workshop Series
Educational videos, workshops, and testimonials. Available in English and Arabic.
Featured Video
Upcoming AI Workshop | Teaser Trailer
Get ready for an exciting journey into AI! Join Dr. Halimi's upcoming workshop series.
All Videos
Tutorial: Setup a Dev Environment on Windows (Docker, WSL2, Ubuntu, VSCode)
Tutorial: Setup TensorFlow GPU on Docker and Anaconda using WSL2
Introduction to Machine Learning - AI Workshop Series Fall 2024
Introduction to Deep Learning - AI Workshop Series Fall 2025
Introduction to Machine Learning - AI Workshop Series Fall 2025
Upcoming AI Workshop | Teaser Trailer
Introduction to Deep Learning - AI Workshop Series Fall 2024
الدكتور حليمي عبد الغفور - سلسلة الذكاء الاصطناعي التطبيقية ~ مقدمة في التعلم العميق - 2025
الدكتور حليمي عبد الغفور - سلسلة الذكاء الاصطناعي التطبيقية ~ مقدمة في التعلم الآلي - 2025
Introduction to Docker - AI Workshop Series Fall 2025
الدكتور حليمي عبد الغفور - سلسلة الذكاء الاصطناعي التطبيقية ~ مقدمة في التعلم الآلي - 2024
Introduction to Data Visualization & Docker - AI Workshop 2024
Introduction to Machine Learning - AI Workshop Series Fall 2023
الدكتور حليمي عبد الغفور - سلسلة الذكاء الاصطناعي التطبيقية ~ مقدمة في التعلم العميق - 2024
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From hands-on workshops to full university courses, I deliver engaging training in AI, Machine Learning & Data Science with lasting impact.