FinSim

Investment Scenario Engine

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Scenario Generator

Fetch real market data, detect anomalies with Z-Scores, and generate AI-powered scenarios

Configuration

Status

Ready. Configure parameters and click Generate to start the pipeline.

The pipeline will:
1. Fetch 5 years of stock data (yfinance)
2. Calculate rolling Z-Scores (Polars)
3. Detect market anomalies
4. Generate MCQ scenarios (Groq AI)
5. Save to database

AI Investment Advisor

Chat with the AI for investment advice, market data, and scenario practice

👋 Hello! I'm your FinSim Investment Advisor. I can help you with:

• Real-time market data & prices
• Investment strategy questions
• Practice MCQ scenarios
• Financial concept explanations

What would you like to explore?

Practice MCQ

Test your knowledge with real financial scenarios

Start a New Quiz

🔮 Akinator 2.0
The better Akinator that knows everything and could possibly make you rich. Powered by 4 expert AI analysts working in parallel — fetching live market data, scanning news sentiment, assessing risk, and crafting portfolio strategies — all in real time.
📈 Market Data 📰 News & Sentiment ⚠️ Risk Analysis 💼 Portfolio Strategy
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Panel Discussion Mode
10 investor personas debate before predicting — slower but richer
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🔮 Akinator 2.0 — Multi-Agent Prediction Engine I'm not your average chatbot. I run 4 expert analyst agents simultaneously to give you the most comprehensive investment predictions: 📈 Market Data Analyst — Live prices, ratios & returns 📰 News & Sentiment Analyst — Breaking news & market mood ⚠️ Risk Assessment Analyst — Volatility & downside risk 💼 Portfolio Strategy Advisor — Allocation & strategy Ask me anything about stocks, crypto, gold, forex, or how to invest your money. I'll query all 4 agents and deliver a unified prediction report. Try: "Should I invest in AAPL right now?" or "How should I invest 50,000 EGP?"

Leaderboard

Top performers across all quizzes

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Knowledge Base

Upload documents to ground the AI's responses with custom context.

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Supported: PDF, JSON, TXT, DOC, DOCX
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Available Knowledge Bases

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