Academic background
Oct 2024 – presentActive
Ph.D. Student
Doctoral School of Electronics, Telecommunications and Information Technology (SDETTI) · NUST POLITEHNICA Bucharest
Thesis topic: Artificial intelligence methods for improving satellite image characteristics for risk situation estimation and predictive analysis.
Oct 2022 – Jul 2024
M.Sc. Intelligent Systems and Computer Vision
Faculty of Electronics, Telecommunications and IT · NUST POLITEHNICA Bucharest
Thesis: Analysis and prediction of vegetation evolution from satellite data cubes.
Oct 2018 – Jul 2022
B.Sc. Telecommunications Networks and Software
Faculty of Electronics, Telecommunications and IT · NUST POLITEHNICA Bucharest
Thesis: Creating a reference satellite data archive for training in the context of deep learning.
2014 – 2018
Baccalaureate Diploma
Liceul "Ștefan Diaconescu" · Potcoava
Professional experience
May 2022 – presentActive
Machine Learning Engineer
Raiffeisen Bank Romania · Software Engineering
Development of innovative applications using Artificial Intelligence.
May 2021 – Mar 2026Active
Research Engineer in Communications
Beia Consult International · Research
Participation in research and development activities within European and international research projects.
Sep 2022 – Sep 2025
Teaching Assistant
NUST POLITEHNICA Bucharest · Faculty of Electronics, Telecommunications and IT
Lab instructor for Information Transmission Theory, Year 3.
Scientific publications
CNN and LSTM-Based Forecasting of NDVI Trends for Environmental Monitoring
IGARSS 2025 – IEEE International Geoscience and Remote Sensing Symposium, pp. 8106–8110
Developing a Call Detail Record Generator for Cultural Heritage Preservation and Theft Mitigation: Applications and Implications
Proceedings of the 19th International Conference on Availability, Reliability and Security (ARES 2024), pp. 1–5
IoT Data Analysis for Avalanche Forecast
The Romanian Journal of Technical Sciences. Applied Mechanics, vol. 68, no. 2–3, pp. 181–196
The Importance of Security and Safety in a Smart City
Education, Research and Business Technologies – Proceedings of 21st International Conference on Informatics in Economy (IE 2022), pp. 11–23. Springer Nature Singapore
5G Networks and IoT for Traffic Management
Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies XI, vol. 12493, pp. 203–209. SPIE
Fraudulent Activities in the Cyber Realm: DEFRAUDify Project
Proceedings of the 17th International Conference on Availability, Reliability and Security (ARES 2022), pp. 1–5
Object Detection in Autonomous Vehicles
2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), pp. 375–380. IEEE
Role of 5G in Vehicular Network for Smart Vehicles in Smart Cities
2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME), pp. 382–387. IEEE
Digital Solutions for Smart Food Supply Chain
2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME), pp. 378–381. IEEE
MEWS – An IoT and Cloud-Based Avalanche Detection and Prediction Platform
2021 20th RoEduNet Conference: Networking in Education and Research, pp. 1–5. IEEE
Research projects
RITHMS
2022 – 2025
Research, Intelligence and Technology for Heritage and Market Security
MEWS
2019 – 2022
Mass Movement Early Warning System – Early Detection of Landslides, Rockfalls and Avalanches