Yadidya Medepalli@Yadidya

Nebula Protocol is a decentralized Earth observation platform that combines AI agents, real satellite physics, and blockchain technology to monitor and protect our planet. The platform uses Google's Gemini AI for intelligent decision-making, LangGraph for state machine-based agent orchestration, and real astrophysics libraries (SGP4, Poliastro, Skyfield, Pyorbital) to simulate accurate satellite orbital mechanics. The system features nine specialized AI agents—Forest Guardian, Ice Sentinel, Storm Tracker, Urban Monitor, Water Watcher, Security Sentinel, Land Surveyor, Disaster Responder, and an Orchestrator, each powered by Gemini AI for intelligent analysis, anomaly detection, and mission planning. These agents coordinate through LangGraph workflows that manage mission planning, agent selection, execution coordination, and result aggregation. The platform integrates with the Solana blockchain for transparent, immutable storage of environmental data, NFT-based agent representation, and token economics. Real-time satellite telemetry is visualized, showing live satellite positions, orbital passes, and ecological risk heatmaps. Nebula Protocol enables organizations, researchers, and governments to access comprehensive Earth observation data through a decentralized network, making environmental monitoring more accessible, transparent, and actionable for addressing climate change and environmental challenges.

Mandla Rice MRV System is a blockchain-powered platform enabling tribal farmers in rural India to access global carbon credit markets through transparent, low-cost tokenization of their environmental contributions. By leveraging Soroban smart contracts on the Stellar blockchain, the system eliminates traditional barriers that have historically excluded small-scale farmers from climate finance. The platform integrates AI-driven Measurement, Reporting, and Verification (MRV) using GPT-5 to assess sustainable farming practices. Verified outcomes are converted into fungible carbon credit tokens, which farmers can directly list and sell on a decentralized marketplace—bypassing costly intermediaries and verification fees that typically consume 30–40% of revenue. Soroban smart contracts provide a transparent, immutable infrastructure where every credit is recorded on-chain, preventing double counting and enabling real-time settlement in under 5 seconds. Key achievements include: A comprehensive Rust-based smart contract architecture managing carbon credit minting, marketplace operations, and retirement tracking. A TypeScript service layer for seamless blockchain integration. A farmer-facing mobile application designed for accessibility and usability in low-connectivity rural environments. This approach has delivered 40–60% income increases for participating farmers while enabling verified reductions of 50,000+ tons CO₂e annually. By combining equitable finance with measurable climate impact, Mandla Rice MRV System demonstrates how blockchain and AI can democratize access to environmental markets, turning sustainable agriculture into a profitable enterprise for marginalized communities. Built for the Soroban Bounty, the platform offers a scalable blueprint that can be replicated globally—showing how emerging technologies can simultaneously address climate change and economic inequality.

Industrial sectors face $864 billion in annual losses due to unexpected equipment failures, with 80% of breakdowns occurring due to undetected anomalies. Traditional AI models struggle with multi-dimensional failure detection, leading to inefficiencies and costly downtime. So, our team developed Freya—a quantum-enhanced predictive maintenance system that combines Quantum State Analysis, AI-driven scheduling, and IBM’s Granite 3.1-8b-instruct AI to predict and prevent failures before they happen. Freya analyzes sensor data in real time, detecting anomalies 48 hours in advance, optimizing maintenance schedules, and reducing downtime by 30%. Key Features: 🔹 Quantum-Enhanced Anomaly Detection – Detects failures invisible to traditional AI 🔹AI-Driven Maintenance Planning – Optimizes scheduling and resource allocation 🔹 IBM Granite AI Core – Industry-trained with 95% prediction accuracy 🔹 SaaS Model for Enterprises – Scalable solution for manufacturing, aerospace, energy, and smart cities By leveraging quantum computing principles and advanced AI, Freya transforms industrial maintenance from a reactive process into a proactive and cost-efficient strategy, ensuring maximum uptime and efficiency.

KaijuMaps and KaijuChat is a revolutionary AI-powered navigation and travel planning platform with an interactive chatbot designed to enhance decision-making and personalization. Using DeepSeek AI, it interprets user queries semantically, generating highly relevant, context-aware responses. Additionally, Camel-AI's multi-agent collaboration refines results by leveraging task-specific agents, such as travel planners or itinerary optimizers, to provide detailed, actionable insights. The system features a React-based interactive dashboard with real-time response updates, enabling users to plan trips, explore local attractions, and receive customized recommendations. With its robust architecture combining cutting-edge AI technologies, KaijuMaps is scalable across multiple domains like travel, leisure, solo-travelling, healthcare, business, and education. It's designed to save time, reduce complexity, and deliver unparalleled user experiences.

Nebula AI is an autonomous space mission control system designed to optimize satellite operations through cutting-edge artificial intelligence. It integrates advanced AI agents that proactively detect anomalies, dynamically allocate resources, and make real-time decisions to ensure mission success. By leveraging real-time telemetry data and predictive analytics, Nebula AI enhances system reliability, reduces operational risks, and minimizes human intervention. The system features real-time dashboards, simulation modules, and task scheduling agents to support complex missions like Saturn Orbit Insertion and Titan Flybys. Its adaptable architecture supports multi-satellite coordination, making it a future-ready solution for space exploration and commercial satellite management.

The rapid advancement of AI and machine learning has introduced autonomous agents capable of independent thought and action, revolutionizing various industries. As their numbers grow, a robust framework is essential to govern their interactions and ensure effective operation. Agentic Protocol provides such a framework, offering principles for secure, efficient, and trusted collaboration. Key principles include purposefulness, accountability, trustworthiness, independence, intelligence, and collaboration for agents, along with discoverability, observability, interoperability, certifiability, operability, and economic vitality for the ecosystem. Agentic Protocol's components include a marketplace, registry, and DNS, ensuring a stable and reliable infrastructure for agent operations. Agentic protocol can democratize AI agents by enabling decentralized control, fostering transparency, and ensuring equitable access. This empowers individuals and communities to harness AI's potential, promoting innovation and inclusivity. Additionally, agent collaborations enhance problem-solving capabilities, while the system is protected by Shield Gemma guard rail, ensuring robust security and ethical compliance.

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.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.

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!