InvestIQ is an intelligent stock-picking agent designed to help users make better financial decisions by leveraging data-driven insights and advanced technologies. The project integrates financial news, stock analysis, and machine learning algorithms to deliver actionable insights and personalized stock recommendations.
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Daily Financial News
- Aggregates the latest and most relevant financial news to keep users informed.
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Actionable Stock Picks
- Provides stock recommendations based on trends and news-driven theses, helping users make informed investment decisions.
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Financial Literacy & Portfolio Management Insights
- Offers tips and insights to improve users' understanding of markets and enhance their portfolio management skills.
InvestIQ simplifies the complex world of investing by combining multiple layers of information into a single platform:
- Saves time: Automatically gathers and analyzes financial news, removing the need for users to manually sift through multiple sources.
- Improves decision-making: Recommends stocks based on robust algorithms and trend analysis, reducing guesswork.
- Educates users: Helps users build a deeper understanding of financial concepts, empowering them to manage their portfolios effectively.
InvestIQ aspires to become a one-stop solution for retail investors and traders looking to make smarter financial decisions. Beyond the current features, we aim to expand the project into a more versatile tool with additional functionality, such as:
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Portfolio Optimization
- Suggesting the best asset allocation strategies tailored to users' financial goals.
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Seamless Integration
- Developing a Chrome extension to provide real-time insights and recommendations directly within users' existing workflow.
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Advanced Machine Learning Models
- Implementing cutting-edge ML techniques to enhance stock-picking accuracy and better predict market movements.
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Personalized User Experience
- Tailoring recommendations and insights to individual users' preferences, risk tolerance, and financial goals.
We’ve divided our development roadmap into key milestones to ensure systematic progress:
- Finalize the tech stack and identify reliable data sources.
- Analyze pre-existing stock-picking models to understand their functionality.
- Experiment with multiple ML models and select the best-performing ones through rigorous backtesting.
- Implement the financial news aggregation feature using web scraping or APIs.
- Begin exploring additional features such as portfolio optimization.
- Design and deploy the web-based UI.
- Begin developing the Chrome extension (if time permits) to complement the main platform.
- Fork the repository: InvestIQ GitHub
- Clone your fork:
git clone https://github.com/your-username/InvestIQ.git