Sreelakshmi Kaplingat@Sreelakshmi_Kaplingat

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.

This platform simplifies data analysis by allowing users to interact with datasets using natural language. Built with Streamlit, it provides an intuitive interface where users can easily upload CSV files and ask questions to get instant insights without needing any programming skills. The tech stack behind the platform includes Pandas for data manipulation and Natural Language Processing (NLP) models to interpret user queries. Streamlit’s reactive UI ensures fast and smooth interactions, while the uploaded datasets are stored and processed efficiently, providing quick analysis and results on-demand.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!