Saya Mubiana@Saya17

The AMD Multimodal Workbench is an advanced, unified AI platform designed to showcase the immense potential of integrating state-of-the-art Vision-Language Models (VLMs) into practical, real-world applications. Built as a sleek, highly responsive web interface, the workbench provides a seamless environment where users can explore three distinct multimodal AI capabilities: industrial inspection, medical workflow analysis, and an interactive intelligent assistant. At its core, the project demonstrates how hardware acceleration—specifically leveraging AMD ROCm on powerful GPUs, alongside flexible CPU fallbacks—can dramatically enhance complex AI inference tasks. By consolidating multiple models, including CLIP for zero-shot classification, BLIP for rich image captioning, and the formidable Qwen/Qwen2 VL for deep visual reasoning, the workbench creates a versatile toolset applicable to diverse industries. The first core feature is the Industrial Quality Control module. This mode revolutionizes automated manufacturing by using zero-shot CLIP ranking. It allows users to upload images of components and define ad-hoc, custom defect vocabularies without ever needing to retrain the underlying model. It instantly evaluates the image against these terms, offering a scalable solution for immediate visual quality assurance. The second feature introduces an Educational Medical Imaging Workflow. Designed strictly for demonstrative and learning purposes using public datasets (like chest X-rays), this mode illustrates how multimodal AI can parse complex medical imagery to generate structured, synthesized analysis reports, pointing toward the future of AI as a supportive analytical tool in healthcare education. Finally, the Interactive Multimodal Assistant provides a dynamic visual Q&A experience. It intelligently routes queries based on available hardware, using BLIP and Qwen text models on standard hardware.

Gemini Agent Marketplace is an AI-to-AI commerce platform where a coordinator agent decomposes a user request, hires specialist agents (research and writing), and settles each completed subtask with sub-cent USDC payments. The project combines Gemini reasoning and function-calling patterns with Circle wallet settlement flows on Arc, so value transfer is built directly into agent collaboration instead of being an afterthought. The system includes policy controls (payment caps, allowlists, approval thresholds), live wallet balances, transaction feeds, and economics metrics that compare micropayment viability versus mainnet-style transfer costs. It also supports Supabase-backed persistence for transaction history and agent registry data, plus exportable audit artifacts (CSV, PDF, JSON) for judges and operators. For demos, the dashboard streams real-time events over WebSockets, supports failure-mode simulation (low balance, quota fallback), and includes multimodal invoice analysis via Gemini when quota is available. The result is a practical prototype for autonomous, economically sustainable agent workflows where machine-to-machine payments are transparent, controllable, and production-oriented.

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 and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together