Lavhelani Mano@DreamX50

GreenChain is an AMD-powered multi-agent AI system designed to solve one of the biggest challenges in corporate sustainability: supply chain carbon tracking. Companies are failing their ESG goals because they cannot see the emissions hidden in their tier-2 supplier networks. Our system changes that. Built for the AMD Hackathon 2026 by Redcore Collective, GreenChain uses three specialized AI agents working in sequence. Agent 1 (The Data Extractor) parses raw shipping manifests and CSV files to extract structured shipment records. Agent 2 (The Carbon Calculator) applies IPCC-aligned emission factors to calculate CO₂ per route and identifies the single biggest carbon hotspot in the supply chain. Agent 3 (The Sourcing Strategist) searches a database of verified eco-friendly suppliers and generates a prioritized Sustainability Roadmap with estimated CO₂ savings per recommendation. The system is powered by Llama-3-70B running on AMD Instinct MI300X via ROCm, which provides the high memory bandwidth needed to process large, complex supply chain datasets faster than traditional GPU solutions. The frontend is built with Streamlit and includes a Demo Mode so judges can explore the platform instantly without API credentials. Key features include real-time carbon footprint analysis, automatic carbon hotspot detection, green supplier recommendations via semantic search, downloadable audit reports in markdown, and support for any global shipping route using live geocoding. The project is fully open source and deployed on Streamlit Cloud.

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.

In this hybrid hackathon powered by Arc, developers will build the next generation of payment systems using AI + Arc with USDC. Explore a world where AI agents can understand natural language, automate financial actions, and move money with precision. From DeFi to digital content and real-world assets, this is your chance to shape the future of intelligent finance. 📅 October 27 – November 9, 2025 • Oct 27 – Nov 8 (Online Phase) – Collaborate and build with developers and AI innovators from around the world. All projects must be submitted by end of day on November 8. • Nov 8 (New York City – On-site Build Day) – Selected participants will be invited to an exclusive in-person session to refine their projects and connect directly. • Nov 9 (New York City – Live pitching & Awards) – Live pitching sessions to a panel of judges and investors, followed by the official winner announcement. 📍 On-site Venue (Nov 8–9): Babe Ruth Room, Jay Conference Chelsea 159 West 25th Street, New York City, USA 🧠 Get guidance from blockchain and AI experts throughout the event. 🤝 Go solo or team up — it's your flow. 🏆Compete for $10,000 in USDC prizes. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 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!