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📈 StockPulse

StockPulse is an AI-powered market analysis platform that helps users analyze portfolios, explore market trends, and make informed investment decisions through interactive tools and real-time insights.


Core Features

1. AI Portfolio Analyzer

  • Assesss portfolio allocations across multiple risk profiles (Conservative, Moderate, Aggressive, Speculative, and Hedged).
  • Automatically validates portfolio weights and highlights potential risk exposures.
  • Export detailed portfolio analysis as a PDF report.

SHAP Explainability Analysis

2. Market Trends & Forecasts

  • Explore top-performing stocks and market trends across multiple time periods.
  • Receive AI-generated forecasts with supporting market analysis (RISE, FALL, or STABLE).

SHAP Explainability Analysis

3. Financial Video Explorer

  • Search for investment tutorials and market updates independently of the analysis dashboard.
  • Browse results in a clean, thumbnail-based video gallery.

SHAP Explainability Analysis

4. AI Financial Assistant

  • Ask finance-related questions through a context-aware chat assistant.
  • Use quick prompts for common portfolio and investment queries.

SHAP Explainability Analysis

5. Community Forum

  • Join live discussions with other investors through a real-time chat feed.
  • View connection status with automatic reconnection support.

SHAP Explainability Analysis

6. Portfolio Backtesting

  • Add, edit, and manage portfolio holdings with ease.
  • Compare historical portfolio performance using a customizable start date using buy-and-hold, fixed-weight strategy.

SHAP Explainability Analysis

Tech Stack

  • Frontend: Next.js
  • Backend: Django REST Framework
  • Database: PostgreSQL
  • AI/ML: CrewAI
  • Data: FinnHub API, yFinance, youtube-search

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Your AI copilot for smarter investing, portfolio analysis, and market intelligence

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