Ruturaj --@ruturaj66

AI-Astronauts is a next-generation AI system designed to revolutionize space exploration by deploying a multi-agent coordination framework. Each key mission component—the rover, lander, and spacecraft—is controlled by an autonomous agent manager, enabling seamless inter-agent communication. The rover itself operates as a multi-agent system, executing complex tasks such as terrain analysis, navigation, and sample collection with minimal human intervention. This system leverages LLMs, reinforcement learning, and decision-making algorithms to ensure adaptability in unpredictable space environments. The AI agents collaborate, share data, and optimize mission efficiency in real time. A Streamlit-based demo provides an interactive simulation of the AI agents in action. With applications ranging from lunar exploration to deep-space autonomous missions, AI-Astronauts represents a crucial step toward a future where AI-driven explorers extend humanity’s reach beyond Earth.

This project integrates geographical, meteorological, and population data to recommend sustainable network infrastructure for schools, ensuring cost efficiency and functionality. It uses OpenCage Geocoder to convert pincodes into latitude and longitude, Earth Engine for retrieving administrative area data, and datasets like MODIS, ERA5, and WorldPop to analyze solar and wind power potential, cloud cover, and population density. A custom function processes geographical metrics like NDVI, LST, precipitation, and elevation using datasets such as Landsat 8, CHIRPS, and SRTM. The LangChain framework, paired with OpenAI's GPT-4 model, generates detailed recommendations for required devices, school size estimation (based on population density), cost breakdown, and suitable approaches. The infrastructure is tailored considering environmental factors, emphasizing cost-saving measures like energy-efficient devices and refurbished equipment. Results are exported as a comprehensive PDF, offering a dynamic decision-support system for sustainable school infrastructure planning.

⏱️ 4 weeks to design and ship a working Web3 product or AI agent. 📅 February 4 to March 1, 2026 • Feb 4 – Hackathon opens. Teams can start building and submitting. • Feb 5 to March 1 – Build, test, and iterate. • March 1 – Final submissions due. 🚨 Important eligibility reminder To be eligible for prizes, teams must post their submission video on X and tag @lablabai and @Surgexyz_. 🤝 Build solo or with a team. 💰 $50,000 prize pool in $SURGE Token. ⚠️ Self-service hackathon This is a fully self-service hackathon. There are no live streams, kickoff sessions, or scheduled workshops. Participants can register, build, and submit at any time before the submission deadline.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!