Professional experience
2024 – presentActive
Researcher — AI4RISK Project
NUST Politehnica Bucharest · Geosense
Building a multi-source data fusion platform for predictive risk analysis using explainable AI. Real-time aerial imagery processing, interactive mapping, and mission coordination.
2016 – 2021
Independent Software & Web Development
Custom software development, IoT, web administration, and data processing for clients.
2011 – 2015
Researcher & Lab Engineer
NUST Politehnica Bucharest · ETTI, CeoSpaceTech
- Researcher — LEO-SITS project: satellite image time series classification using Latent Dirichlet Allocation. Published in IEEE Transactions on Geoscience and Remote Sensing, IGARSS, EUSIPCO, and other venues.
- Lab engineer in Digital Signal Processing, Microprocessor Architecture, Microcontrollers, and Embedded Systems at the Faculty of Electronics, Telecommunications and Information Technology.
- Lab infrastructure maintenance, network administration, and Unix server management (elia.pub.ro and ceospacetech.pub.ro).
1997 – 2008
Engineering & IT Infrastructure
Industrial equipment support, technical support for enterprise printing systems, CAD system and Oracle database management for garment manufacturing.
Academic background
2008 – 2011
Ph.D. in Electronic Engineering and Telecommunications
NUST Politehnica Bucharest · Faculty of Electronics, Telecommunications and IT
Thesis: Spatio-temporal information extraction from multidimensional signal sequences for change detection. Supervised by Prof. Mihai Datcu and Prof. Vasile Lăzărescu. Research conducted within UEFISCDI project PCE IDEI 1247. Built satellite image databases, developed classification algorithms, tested on Landsat time series.
1992 – 1997
Engineering Degree in Applied Electronics
NUST Politehnica Bucharest · Faculty of Electronics and Telecommunications
Five-year engineering degree (pre-Bologna system, equivalent to Bachelor's + Master's).