2023 – present
Assistant Professor · University of Ruse “Angel Kanchev”
Department of Computer Systems and Technologies
Academic / Researcher / Teacher / Engineer / Programmer
Dr. Tsvetelina Kaneva, PhD
Machine Learning, Artificial Intelligence, Computer Vision, Deep Learning, Data Analysis, Renewable Energy Systems, Intelligent Systems, IoT,
IEEE Senior Member since 2026
Researching, learning, and teaching - one dataset, one idea, one coffee at a time.
I am an Assistant Professor at the Department of Computer Systems and Technologies at the University of Ruse, where I teach and conduct research in intelligent systems and applied artificial intelligence. With a background in programming and software development, I enjoy building practical systems that bridge research and real-world applications.
My work focuses on machine learning, computer vision, data science, and intelligent systems for energy and educational applications. I am also a strong supporter of open science and open-source software, with a belief that accessible, reproducible research helps knowledge grow through collaboration and education.
01
Teaching
2021 – 2024
Teacher · Baba Tonka Mathematics High School, Ruse, Bulgaria
Taught Relational Databases to 12th-grade students.
2020 – 2023
Assistant · University of Ruse “Angel Kanchev”
Department of Computer Systems and Technologies
02
Selected Publications
2025
01 Journal Article Web of Science Scopus
A Data-Driven Approach for Generating Synthetic Load Profiles with GANs
Kaneva, T., I. Valova, K. Gabrovska-Evstatieva, B. Evstatiev
Applied Sciences, 2025, 15(14), pp. 1-36, ISSN 2076-3417
2024
02 Journal Article Web of Science Scopus
Evaluation of the Efficiency of Machine Learning Algorithms for Identification of Cattle Behavior Using Accelerometer and Gyroscope Data
Mladenova, T., I. Valova, B. Evstatiev, N. Valov, I. Varlyakov, T. Markov, S. Stoycheva, L. Mondeshka, N. Markov
AgriEngineering, 2024, 6(3), pp. 1-19, ISSN 2624-7402
03
Projects
University of Ruse Publications System
A digital platform for publishing and discovering the University of Ruse’s academic output. It brings institutional publications together in one searchable place and makes research easier to access. The system’s design, development, and maintenance are my work.
Open the system04
Awards
Тhe Pythagoras Award for Young Scientist in the field of social sciences and humanities
Ministry of Education and Science
Certificate of Honor for contribution to the development and consolidation of the creative traditions and activities of the Territorial Organization of the NTS – Ruse
Territorial organization of scientific and technical specialists - Ruse
Excellent poster award for young scientist
31st IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME)
Project of the Year 2022
Union of Electronics, Electrical Engineering and Communications (SEES)
The award is for the project "Intelligent IoT-based system for monitoring and analyzing processes in cow rearing."