CV
Education
Ph.D. in Information Technology (In Progress) Universität Klagenfurt, Austria · Sep. 2023 – Present
- Research on AI-assisted energy-efficient video streaming
- Supervisors: Prof. Christian Timmerer, Prof. Radu Prodan
- Advisor: Dr. Reza Farahani
M.Sc. in Artificial Intelligence Alma Mater Studiorum – Università di Bologna, Italy · Sep. 2021 – Jul. 2023
- Thesis: Deep learning-based multi-step ahead energy demand forecasting in industrial applications
- Supervisor: Dr. Michele Lombardi
M.Sc. in Electrical Engineering (Telecommunications) Iran University of Science and Technology, Tehran, Iran · Sep. 2012 – Feb. 2015
- Thesis: Nondestructive testing for defect detection of microstrip boards using near magnetic field
- Supervisor: Dr. Majid Tayarani
Experience
University Assistant · Universität Klagenfurt, Austria · Sep. 2023 – Present
- Investigating AI-assisted energy-efficient video streaming
- Exploring LLMs for video processing with a focus on sustainability
- Teaching: Structured & OO Programming, Distributed Systems
Research & Development Specialist · Maps Group, Italy · Feb. 2023 – Jul. 2023
- Designed ML models for energy consumption forecasting across industries
- Explored and evaluated CNN, LSTM, and other deep learning architectures
- Conducted comparative analysis to identify the most efficient model per case study
Research Interests
Artificial Intelligence · LLMs · Edge AI · Video Streaming · Energy Efficiency · Deep Learning · Computer Vision
Academic Service
Journal Reviewer
- IEEE Transactions on Parallel and Distributed Systems (TPDS) · 2024, 2025, 2026
Skills
- Languages: Python, Java, MATLAB
- Frameworks: PyTorch, TensorFlow, Keras, scikit-learn
- Tools: Docker, Kubernetes, FFmpeg, Git
- Areas: Deep learning, NLP, computer vision, distributed systems, video coding (VVC/HEVC)