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About me
I am a PhD student in Computer Science at Université de Haute-Alsace, working at the IRIMAS Laboratory. My research focuses on deep learning for time series classification, with an interest in model efficiency, ensemble learning and adaptive methods. I aim to develop lightweight and robust models that can be applied in areas such as healthcare, robotics and real-time systems.Keywords: data science, computer vision, pattern recognition, machine learning, time series, human motion, deep learning.
Some news
- 2025.12 One conference paper accepted in ICAART 2026 on deep models dynamic pruning for time series classification
- 2025.06 Attending IJCNN 2025 in Rome, Vatican City to present my research
- 2025.04 One paper accepted at IJCNN 2025 about diversity in deep learning ensembles for time series classification
Bio
Background
- 2022-23: Research Engineer at IRIMAS and UHA - Developed machine learning solutions for credit card fraud detection, identifying anomalies in financial transaction data.
- 2022: A 6 months Internship at IRIMAS and UHA about Deep Learning and Machine Learning for Time Series Analysis & Classification for my Master year 2. Supervised by Maxime Devanne, Jonathan Weber and Germain Forestier
- 2021: Research Intern at eiGroup - Assisted in the development of machine learning algorithms for industrial data analysis.
Education
- 2023-Present PhD in Computer Science at Université de Haute-Alsace. Deep Learning for Time Series Analysis.
- 2020-2022 Master Degree in Data Science and Artificial Intelligence at French Azerbaijan University and University of Strasbourg
- 2016-2020 Bac Degree in Computer Science at Khazar University
Teaching
Courses
- Deep Learning - Since the 2023/2024 academic year, I have been giving lectures (CM) on neural network model compression and large language models to second-year students in computer and network engineering during the 1er semester.
- Client Side Web Porgramming - Since the 2023/2024 academic year, I have been giving tutorial sessions (TDs) to second-year students in computer engineering and network training during the first semester.
- Server Side Web Porgramming - Since the 2023/2024 academic year, I have been giving tutorial sessions (TDs) to second-year students in computer engineering and network training during the first semester.