Inspiration
In a world flooded with financial tools, we often found ourselves overwhelmed of where to turn for clear, actionable insights. That feeling inspired us to create Coinvo, a platform that combines real-time stock tracking with the guidance of an AI-powered assistant. Coinvo bridges the gap between data and understanding, empowering everyone from casual investors to financial enthusiasts to make informed decisions.
What it does
Coinvo is your personal financial co-pilot. It integrates a stock ticker for real-time market data and an AI helper bot that answers questions, offers insights, and provides context on financial topics. Whether you're analyzing stock performance, seeking investment strategies, or simply curious about the market, Coinvo is here to make finance approachable and actionable.
How we built it
Backend: Flask to manage routes and serve dynamic content. Frontend: HTML, CSS, and JavaScript for an interactive and user-friendly interface. Data Sources: APIs for fetching real-time stock data and AI models to provide intelligent responses. Persistence: A watchlist feature to save user-selected stocks using local storage or database integration. AI Integration: Leveraging OpenAI to deliver contextualized insights.
Challenges we ran into
- Integrating multiple APIs and ensuring data consistency.
- Designing a smooth user interface that balances simplicity and functionality.
- Fine-tuning the AI assistant to handle complex and nuanced financial queries.
- Connecting frontend with backend
- Using Git and GitHub in an effective
Accomplishments that we're proud of
Successfully merging stock tracking and AI assistance into one cohesive platform. Creating an intuitive interface that caters to both beginners and seasoned investors. Implementing a feature-rich backend that delivers accurate, real-time stock data. Fine-tuning the AI to offer meaningful, context-aware financial advice.
What we learned
This is the first fully functional website each of our team members have built! The power of blending data with conversational AI to create a user-centric experience. How to tackle challenges with API integration and dynamic data handling. The importance of user feedback in refining features and improving usability. Best practices for building scalable and modular financial tools.
What's next for Coinvo
Next on our roadmap:
- Increasing functionality by adding more than our form, chatbot, and stocktracker
- Extending our user ability to access personal data
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