Dmytro Nochevnov

Dmytro Nochevnov

Associate Professor

Contact:
Cherkasy State Business College
Department of Information Multimedia Technologies and Design
Highest degree: Doctorate
Degree name: PhD in Computer Science
Area of expertise: Engineering and technology
Skills: I am a PhD in Computer Science and an Associate Professor at Cherkasy State Business College, Ukraine, combining academic teaching and research with more than 20 years of professional experience in software engineering and software quality engineering. My expertise includes adaptive information retrieval, user modeling, contextual search, and multi-agent search systems. My doctoral research focused on methods and tools for adapting information retrieval to individual user models.

My current work builds on this foundation to explore Agentic Retrieval-Augmented Generation (Agentic RAG),contextual knowledge bases, and AI-supported personalized learning in higher education. Project ideas include developing AI learning assistants that use course materials and learner context to provide relevant explanations, guidance, and feedback.

I teach programming, databases, and software development, connecting theoretical concepts with practical engineering methods. My industry experience covers development, testing, and DevOps for front-end, back-end, and command-line applications. I am interested in international collaboration on educational AI tools,knowledge retrieval, and the evaluation of AI-supported learning systems, contributing both research expertise and practical experience in software quality.