Electronics engineer by training, remote sensing practitioner by passion. I work with satellite image time series, build event detection pipelines, and occasionally solder things. Currently at GEOSENSE, Campus Research Institute, NUST Politehnica Bucharest.
From satellite imagery to soldering station — here's what keeps me busy
Satellite image time series analysis, land cover classification, and multispectral imagery processing.
Scripts, pipelines, and tools for Earth observation data processing, visualization, and automation.
LLM-powered workflows for Earth observation, automated image analysis, event detection using vision models, and AI-driven geospatial insights.
Automated workflows with n8n, Elasticsearch pipelines, data ingestion, and real-time processing systems.
Building and maintaining WordPress sites for research labs, projects, and scientific dissemination, and the occasional personal projects.
Arduino projects, sensor builds, embedded systems.
Independent analyses driven by curiosity — mapping schools, tracking temperature trends, exploring open datasets.
Long-Term Data Exploitation for Satellite Image Time Series
Research project focused on extracting dynamic scene classes from Sentinel-2 satellite image time series. Developed algorithms that transform multispectral imagery into Change Map Time Series (CMTS), enabling automated identification of geographic areas with similar temporal evolution patterns. The project contributed methods for large-scale monitoring of land-cover and environmental change using remote sensing data. STAR Programme, funded by the Romanian Space Agency (ROSA), 2014–2015. Conducted within the CEOSpaceTech research center, NUST Politehnica Bucharest.
AI-Powered Risk Assessment Platform
Multi-source data fusion platform for predictive risk analysis and real-time situational awareness. Integrates aerial imagery processing, interactive mapping, and explainable AI (XAI) for both strategic planning and live mission coordination. Funded by UEFISCDI (grant PN-IV-P6-6.3-SOL-2024-2-0251), September 2024 – August 2026, within Geosense, Campus Research Institute, NUST Politehnica Bucharest.
Research published in IEEE and other venues, with focus on satellite image time series and remote sensing.
