ORION: AI-Driven Space Operations Automation is an AI-powered system that enhances space mission safety, efficiency, and automation. It processes real-time telemetry data using Kafka, detects anomalies with an Autoencoder model, predicts failures with an LSTM-based predictive maintenance system, and enables autonomous decision-making using Reinforcement Learning (PPO). ORION's Streamlit dashboard provides real-time mission insights, minimizing human errors and optimizing spacecraft operations. Additionally, AutoGen multi-agent AI enhances decision-making and automation. This solution reduces operational costs, improves mission reliability, and scales for satellite fleet management, interplanetary missions, and deep-space exploration. ORION is designed for space agencies, aerospace companies, and research institutions, ensuring mission success and sustainability.
Category tags:"FIrstly, well written and clean code. But the presentation lack schematic diagrams and formatting. However, I would love to test a deployed demo too as the idea is promising. All the best! "
Muhammad Inaamullah
ML Engineer
"Love the concept of Orion! gives me star wars r2d2 vibes-super cool! The NVIDIA Jesen integration is ambitious and impressive. The Demo link doesn't work and redirects me to the repo, wish you could discus more about the model and dataset you used. Keep on building you're onto something special great job !"
Homan Mirgolbabaee