This project provides real-time and historical stock prices, ensuring users have the most up-to-date information. Each user is connected to a unique profile, which allows them to buy and sell stocks, view their stock holdings, and deposit money seamlessly. Additionally, the platform delivers news relevant to users' stock holdings, empowering them to make informed stock actions.
SentiStock helps investors make informed decisions with AI-driven sentiment analysis. It retrieves financial news, summarizes it, and then passes it through a sentiment analyzer which provides clear buy/hold/sell recommendations with its reasons for making that decision. Built with Flask, Hugging Face models, and APIs like SerpAPI and DiffBot, it ensures transparency and accessibility.
Wastefree helps reduce food waste by tracking pantry items and suggesting ways to use them efficiently. Using receipt data with our receipt scanner, it monitors expiration dates along with unit economics with our virual pantry management feature, and provides popular, tailored meal ideas to minimize waste. Built with Kivy, Python, SQLite, and Mindee’s OCR, it features a receipt scanner, manual item management, expiration alerts, and recipe suggestions. By promoting sustainability and smarter food use, Wastefree benefits both users and the planet.
Groove Sync introduces users to the disco era through an interactive, vibrant UI, educational content, and engaging features. It includes a DiscoAI chatbot, a choose-your-own-adventure game, and Spotify integration for seamless music exploration. Built with MongoDB Atlas and the Spotify API, Groove Sync blends history, storytelling, and AI to enhance music literacy and user engagement.