AI for Connectivity Hackathon II: Building Resilient Networks 

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najma

qasmi92

Tabasum

Hassan Mehmood

𝗦𝗣𝗢𝗧 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 is an AI-powered network resilience platform that revolutionizes 𝗽𝘂𝗯𝗹𝗶𝗰 𝘀𝗲𝗰𝘁𝗼𝗿 infrastructure by harnessing cutting-edge AI solutions to drive predictive maintenance, real-time monitoring, and intelligent routing. Our platform addresses critical 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 such as reactive maintenance, inefficient resource allocation, high operational costs, and suboptimal routing, ensuring networks remain robust, reliable, and efficient. 
Utilizing hyperdimensional computing and advanced time-series analysis, SPOT Connect anticipates faults before they occur, optimizes maintenance schedules, and manages energy and costs through dynamic routing algorithms and QoS-aware optimization. The secure architecture, built on a FastAPI framework and Python ML stack, guarantees real-time data processing and robust security. Future enhancements include advanced ML model integration, IoT sensor expansion, GIS data incorporation, and cloud-native deployment, positioning SPOT Connect as the cornerstone of digital transformation in the public sector.

𝗦𝗣𝗢𝗧 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 leverages AI for predictive 𝗺𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲, 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗺𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴, and 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗿𝗼𝘂𝘁𝗶𝗻𝗴 to 𝗥𝗲𝗱𝘂𝗰𝗲 𝗱𝗼𝘄𝗻𝘁𝗶𝗺𝗲 in 𝗽𝘂𝗯𝗹𝗶𝗰 𝘀𝗲𝗰𝘁𝗼𝗿 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀.

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