@ali_kamal394

MarketMind AI is an AI-powered business intelligence platform designed to help local retailers and small businesses make smarter, data-driven decisions. The platform transforms raw retail and product data into actionable insights using Machine Learning and Artificial Intelligence. Its main features include demand forecasting to estimate future product demand, stock risk prediction to identify potential shortages or overstocking, market trend analysis to detect products with increasing or decreasing demand, and price-demand analysis to explore how price changes may affect customer demand. MarketMind AI also integrates an AI Business Assistant that explains machine learning predictions in natural language, helping business owners understand market trends, identify potential risks, and make informed business decisions. The project combines a Next.js and TypeScript frontend with a Python FastAPI backend and Machine Learning models. It also includes a retail price prediction module and decision-support API endpoints. Our goal is to make AI-powered retail analytics more accessible to local businesses, helping them better understand their markets, manage inventory, and plan their business strategies using data-driven insights. Technologies: Python, FastAPI, Machine Learning, scikit-learn, Next.js, TypeScript, Tailwind CSS, and AI integration.

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🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 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.

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.