Projects as team member / key expert
AI4RISK
2024 – 2026
A Fusion and Management Platform for Multi-Source Data Collections Exploitable by Artificial Intelligence Models for Risk Estimation and Predictive Analysis
Development of an AI-driven platform integrating multi-source data collections for risk situation estimation and predictive analysis, partnering with ESRI Romania, Transilvania University of Brașov and the Military Technical Academy "Ferdinand I".
PI: Conf. dr. ing. Daniela Faur
BDAGeoINT
2021 – 2023
Transforming a Massive Volume of Geospatial Data and Information into Actionable Intelligence
Integration of machine learning and Big Data technologies for processing spatio-temporal, text and image/audio/video data to generate actionable intelligence. Combines mature COTS technologies with emerging open-source tools including GPU processing and HDFS.
PI: Academia Tehnică Militară "Ferdinand I"
SCUTCOV
2020
Development of Effective Local and Remote Diagnostic Technologies and Systems for SARS-CoV-2 Virus Infection
Virtual platform for identifying people suspected of COVID-19, continuous data analysis, and delivery of personalized messages to risk groups. Included self-assessment tools and geolocation-based risk alerts.
PI: Academia Tehnică Militară "Ferdinand I"
ISSC
2018 – 2021
Integrated System for Support and Command of Crisis Response Actions
Integrated hardware, software and communications system for planning and coordinating missions in crisis situations, including explosion simulation, shockwave impact analysis and real-time bidirectional data streams for intervention teams.
PI: Academia Tehnică Militară "Ferdinand I"
DAS-Tool
2017 – 2019
Multispectral Data Analysis Toolbox for SNAP – ESA's SentiNel Application Platform
Algorithms for content description and semantic analysis of Sentinel-2 data. Spectral band discovery for exploratory visual analysis to enhance relevant aspects and transpose S2 data into actionable information.
PI: CS II dr. ing. Corina Văduva
RISE
2017 – 2019
Integrated Platform for Land/Water Monitoring Based on Remote and In Situ Measurements
Integrated platform for aquatic and terrestrial ecosystem studies, combining in-situ sensor measurements with Earth Observation image analysis to provide data quality services for multiple environmental applications.
PI: Șl. dr. ing. Dragoș Săcăleanu
SPERO
2017 – 2020
Space Technologies for Disaster and Crisis Management at Local, National and Regional Level
Support platform for management of emergency situations generated by natural disasters, industrial accidents and humanitarian crises. Includes geo-spatial database, visualization and processing tools, and integrated situational analysis.
PI: Prof. dr. ing. Ciprian Dobre · ICI București
DAMATS
2015 – 2017
Data Mining for Analysis and Exploitation of Next Generation of Time Series
Prototype for information extraction from Satellite Image Time Series (SITS): quick SITS generation, definition of evolution categories, fast semantic searches, and visualization of original SITS and derived products.
PI: CS II dr. ing. Corina Văduva · Terrasigna SRL
URMA
2015 – 2017
Multi-layer Geohazards Information System Concept for Urban Areas
Concept system for interactive exploration of ground and land dynamics in urban areas, integrating geology, built-up dynamics and displacement layers. Focused on InSAR and PS-InSAR based displacement measurements and vulnerability assessment.
PI: Șl. dr. ing. Anca Popescu · NUST POLITEHNICA