Taeheon Cha@chataeheon3665754

TA Terminal is a production-deployed, full-stack equity intelligence platform that puts AMD Instinct MI300X compute at the center of every intelligent feature. It was built to demonstrate what retail and professional investors can access when GPU-accelerated AI is integrated end-to-end into a modern financial terminal, not bolted on as an afterthought. WHAT IT DOES The platform spans seven interconnected modules: a live Terminal with charting and AI-generated fundamental summaries (different chart type available); an Options page with 3D implied volatility surfaces, vol smile, and term structure; a Regime detection model, a trained by LSTM + HMM + 20 and more macro features to accurrate predict the current and fututre regimes; a Macro dashboard covering Treasury yields, FX, commodities, and geopolitical risk; a Portfolio builder with efficient frontier optimization and backtest; a Custom drag-and-drop widget dashboard; a dedicated AI Analyst page; and the two crown-jewel AMD compute features. ARCHITECTURE The Next.js 14 App Router frontend is deployed on Vercel. All AMD GPU compute runs on an AMD Instinct MI300X droplet via a FastAPI service (gpu-service/main.py) with PyTorch on ROCm 7.1. The Next.js app proxies to the GPU service via environment variables, keeping the AMD compute layer hot and reusable across all three GPU features simultaneously. The result is a terminal that genuinely competes with Bloomberg and TradingView for analytical depth, accessible to retail investors, open-source, and powered entirely by AMD silicon.

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.