Our project aims to create a fully autonomous, AI-driven network optimization system specifically designed for rural telecom infrastructure. By utilizing edge computing and advanced AI algorithms, this system will continuously adapt and optimize network performance, ensuring reliable connectivity in underserved regions. The solution will monitor network traffic, spectrum usage, and power efficiency in real-time, allowing for immediate adjustments without requiring constant internet connectivity or human intervention. This approach will not only maximize performance and minimize operational costs but also facilitate sustainable growth in rural areas, bridging the digital divide and empowering communities through enhanced communication infrastructure.