Nehemia DM@ryooo_kentaro923

ForgeAgent AI redefines data science by replacing manual workflows with an autonomous, multi-agent CrewAI system. Data engineering is traditionally bottlenecked by tedious tasks: cleaning messy datasets, selecting algorithms, tuning hyperparameters, and translating complex metrics into actionable business intelligence. We built ForgeAgent to automate this entire lifecycle with zero human intervention. The system orchestrates three specialized AI agents: a Data Architect that dynamically maps schemas and generates Python code to handle anomalies; an ML Scientist that autonomously evaluates and trains predictive models; and an Insight Strategist that translates raw model outputs into comprehensive, jargon-free executive reports. Under the hood, ForgeAgent leverages the massive 192GB HBM3 memory and immense compute of the AMD Instinct™ MI300X GPU. We deployed Qwen 2.5 32B models locally using vLLM and ROCm within a Dockerized environment, ensuring low-latency inference and total data privacy. The fully self-hosted architecture integrates a sleek Next.js frontend with a FastAPI backend, delivering a seamless, real-time telemetry dashboard. ForgeAgent transforms raw CSVs into strategic business value in minutes, not weeks.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

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.