@agrawalsaiyyam56984

Finance Data Processing and Access Control Backend An AI-powered financial data processing application with document parsing, transaction categorization, analytics, and a conversational assistant. Built with FastAPI, LangGraph, Ollama, and React. Features Document Upload & Parsing - Upload PDF/CSV bank statements and extract transactions using AI Transaction Management - Add, view, search, filter, and delete transactions AI Categorization - Automatic transaction categorization using local LLM Financial Analytics - Spending analysis, anomaly detection, and forecasting Dashboard - Visual overview with KPIs, charts, and alerts AI Chat Assistant - Ask questions about your finances in natural language Tech Stack Backend FastAPI - REST API framework LangGraph - AI workflow orchestration LangChain + Ollama - Local LLM integration PostgreSQL - Database SQLAlchemy - ORM Frontend React 18 - UI framework TypeScript - Type safety Vite - Build tool Recharts - Data visualization Lucide React - Icons Prerequisites Before starting, ensure you have: Python 3.10+ Node.js 18+ Homebrew (macOS) Ollama with a model installed

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.