Teaching

Teaching has been a core part of my professional life for over 14 years. My courses range from foundational programming and data structures to advanced topics in machine learning, prompt engineering, large language models, and AI applications in healthcare. I design my classes to connect theoretical principles with practical, real-world problems — drawing from my own research in brain disorder diagnosis, EEG signal processing, and intelligent health systems to keep the material grounded and relevant.

A selection of what students have shared about their experience in my courses:

• “Concepts like convolutional layers and artificial neural networks for image analysis are not easy — but Dr. Rohani has a real talent for making complex ideas accessible. She builds understanding step by step, so you grasp the foundation before tackling the hard parts. That approach made all the difference for me and for many of my classmates.” —Anonymous, Üsküdar University
• “I came into the Python course with no background and a lot of anxiety about it. Dr. Rohani’s structured, hands-on approach changed that completely. Her teaching style matched how I actually learn, and her energy in the classroom made every session something I genuinely looked forward to.” —Anonymous, Üsküdar University
• “What worked so well in this course was the direct link between what we covered in class and what we were asked to do in assignments. Dr. Rohani used Google Colab throughout, which made the coding feel practical and immediate. If you kept up with the lectures, the work followed naturally. I came away genuinely comfortable with Python.” —Anonymous, Üsküdar University
• “Before this course, Python felt completely out of reach. Dr. Rohani changed that. Her explanations are clear and patient, and she has a way of making difficult material feel manageable. I not only learned the language — I actually enjoyed the process.” —Anonymous, Üsküdar University
• “Having Dr. Rohani for both Software Engineering and Data Science was something I consider myself fortunate for. She knows the material deeply and brings that knowledge into every class. More than that, she pays attention to how each student is progressing and adjusts accordingly. Her enthusiasm for the subject is genuine and it shows.” —Computer Science Student, Üsküdar University
• “Dr. Rohani prepared her course materials with clear care and precision. The video lectures were well-structured and easy to follow, and she was consistently responsive whenever students had questions. You could tell that she invested real effort into making the course work.” —Anonymous, Üsküdar University
• “What I valued most about Dr. Rohani as a professor is that she pushed for real understanding, not just surface familiarity. She made sure no one was left behind while also encouraging students who wanted to go further. She brought current topics in AI and Computer Science into the room, which made the learning feel alive.” —Software Engineering Student, Üsküdar University
• “Dr. Rohani opened up opportunities I would not have found on my own — connecting academic work to real practice in AI and data science. Her support extended well beyond the classroom, and the experience I gained through her guidance has had a lasting impact on my professional path.” —Graduate Student, Üsküdar University
• “Dr. Rohani is knowledgeable, attentive, and genuinely invested in her students. It is clear that she cares about more than grades — she cares about whether you are actually learning and growing. That quality is rarer than it should be.” —Computer Science Student, Üsküdar University