CLEMENCE JOUREAU@Clemence

The AI-powered Smart Energy Management System addresses high energy costs and unreliable electricity in rural telecom networks. Using datasets like VIIRS Nighttime Lights, OpenCellID, Sentinel-2, and Africa Bandwidth Maps, the system optimizes energy consumption across network nodes. It employs machine learning to analyze real-time energy usage and predict consumption patterns, enabling dynamic power-saving modes for off-peak hours. Additionally, renewable energy integration is facilitated by identifying optimal locations for solar-powered Base Transceiver Stations (BTS) using Sentinel-2 imagery. The system features a real-time AI-powered dashboard, offering network operators insights into energy consumption, grid stability, and alternative energy sources. OpenStreetMap and Global Electricity Grid data help in planning infrastructure placement. This solution not only reduces operational costs but also contributes to sustainability goals by enabling efficient power utilization. Its scalability extends to multiple rural telecom sites, making it a vital innovation in network design and strategic planning.

BizNexus-AI is a cutting-edge analytics platform that leverages artificial intelligence to transform how businesses analyze and interpret data. The platform addresses the challenges of data overload and siloed information by offering a unified solution that combines multiple analytics modules, including HR Analytics, E-commerce Analytics, and Business Intelligence. With a user-friendly interface built on Streamlit, BizNexus-AI allows users to easily navigate through various features, such as employee management, salary tracking, market analysis, and competitor insights. The integration of AI enhances the platform's capabilities, providing predictive analytics and automated insights that help businesses make informed decisions quickly. The platform is designed with dark mode aesthetics for improved user experience and accessibility. It utilizes a robust backend powered by Supabase for data management and user authentication, ensuring secure and efficient data handling. BizNexus-AI aims to empower organizations to harness the full potential of their data, streamline operations, and drive growth through intelligent analytics. As the demand for data-driven decision-making continues to rise, BizNexus-AI positions itself as a vital tool for businesses looking to thrive in a competitive landscape.