Avian Quantitative Research Assistant

Avian Quantitative Research Assistant is a sophisticated tool designed for quantitative traders and analysts. It provides advanced features for optimizing trading strategies, analyzing market sentiment, managing portfolios, and conducting comprehensive research. This assistant leverages real-time data and powerful algorithms to support informed financial decision-making.

Features

1. Strategy Analyzer

• Analyze and Optimize: Evaluate and refine trading strategies under various market conditions.
• Backtesting: Test strategies using historical data to enhance performance.
• Performance Metrics: Access detailed performance metrics for your strategies.

2. Market Sentiment

• Sentiment Analysis: Gain insights into market sentiment using advanced NLP models.
• Trend Detection: Identify emerging market trends and shifts.
• Predictive Analytics: Utilize predictive models to anticipate future market movements.

3. Portfolio Management

• Real-Time Stock Price Retrieval: Access up-to-date stock prices to make timely investment decisions.
• Portfolio Rebalancing: Automatically rebalance your portfolio to maintain optimal asset allocation.
• Risk Assessment: Assess and manage portfolio risk with comprehensive tools.

4. Research Tools

• Quant Research Assistant: Get answers to queries related to quantitative finance and related fields.
• Financial Report and Dossier Summarizer: Summarize complex financial reports and dossiers for easier analysis.

Installation

1. Clone the repository:

   git clone https://github.com/pylhr/avian-quantitative-research-assistant.git
   
   

2. Install the dependencies:

   pip install -r requirements.txt
   

3. Run the app:

   streamlit run app.py
   

Usage

• Strategy Analyzer: Upload trading strategy scripts, configure market conditions, and run analyses to generate detailed reports.
• Market Sentiment: Use built-in data feeds or your own inputs to analyze market sentiment and detect trends.
• Portfolio Management: Connect your portfolio and use the provided tools for optimization and risk management.
• Research Tools: Utilize the quant research assistant for financial queries or summarize reports using the dossier summarizer.

License

This project is proprietary and is licensed under a custom license. See the LICENSE file for more details.