Francesco Corallo

Data Scientist & Artificial Intelligence Engineer @Thales Alenia Space

Responsible for Artificial Intelligence applications on the Space Segment Operations area:\\\\n- Research on Statistical and Machine-Learning based algorithms for Telemetry data exploitation;\\\\n- Joint research with R&D and Academic partners on automated Anomaly Detection techniques applied to Flight Telemetry data for Spacecraft Health monitoring\\\\n- Research on hardware Remaining Useful Life (RUL) estimation techniques for Predictive Maintenance, and data-driven on-board units/subsystems modelling.\\\\n\\\\nSoftware design and development of tools to:\\\\n- Support and automate the Spacecrafts In-Orbit Monitoring and Anomalies Investigations, the Mission Analysis and Simulation, and the Spacecraft Telemetry data mining;\\\\n- Introduction of Python-based Telemetry analysis, pre-processing, feature extraction and visualization tools;\\\\n- Introduction of automatic Trend Analysis & periodical Report generation;\\\\n- Deployment and operationalization of automated Big Data processing pipelines following an ML-Ops approach;\\\\n- Shared coding environment setup, maintenance and troubleshooting, collaborative-coded libraries development and coordination, code repositories management, users training;\\\\n- Responsible of an Internship about the automation of the analysis of Test data.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n