🚀 AlphaLens AI

Multilingual AI-Powered Crypto Intelligence Platform

AlphaLens AI is an AI-powered crypto intelligence platform built for the Bitget AI Base Camp Hackathon S1 2026.

The platform combines market intelligence, portfolio analytics, economic event monitoring, paper trading infrastructure, AI-generated market narratives, and multilingual accessibility into a unified decision-support system for crypto traders and investors.

Rather than forcing users to switch between multiple dashboards, news sources, sentiment trackers, portfolio tools, and economic calendars, AlphaLens transforms raw market data into actionable intelligence through Qwen AI.

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🎥 Demo Video

https://youtube.com/shorts/aa1KoEOPZd4?si=Ri9P8XC0LLF1uM6W

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🌐 Live Demo

https://alphalensai.streamlit.app

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📈 Current Results

• 16 paper trades analyzed
• 56% win rate
• AI-generated market briefs
• Portfolio health scoring
• End-to-end trade lifecycle management
• Multi-language support

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📸 Dashboard Preview

📊 Platform Overview

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🔥 Market Pulse + 📅 Economic Calendar

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📰 Market Brief + 💼 Portfolio Intelligence

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📈 Trade Analytics

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⚙️ Installation

Clone the repository:

git clone https://github.com/chyokore/alphalensai.git
cd alphalensai

Install dependencies:

pip install -r requirements.txt

Create a .env file:

QWEN_API_KEY=YOUR_API_KEY

Run AlphaLens AI:

streamlit run dashboard.py

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🎯 The Problem

Crypto traders often rely on fragmented workflows involving:

• Market analysis tools
• Portfolio trackers
• Trading signal providers
• Risk management platforms
• News aggregators
• Sentiment monitoring services
• Economic calendar websites

This creates information overload, slows decision-making, and increases the risk of poor trading outcomes.

Most platforms display data.

Very few help users understand what that data means.

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💡 Our Solution

AlphaLens AI acts as an intelligence layer between market data and decision-making.

Using Qwen AI, the platform converts real-time market information into:

• AI-generated trading signals
• Confidence scores
• Portfolio diagnostics
• Risk assessments
• Market narratives
• Daily market briefings
• Economic event awareness
• Paper trading analytics

The result is a unified system that helps users move from observation to action.

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🔥 What Makes AlphaLens Different

AlphaLens combines:

• AI Signal Generation
• Portfolio Intelligence
• Daily Market Briefing
• Economic Event Monitoring
• Market Pulse (Trending Assets)
• Fear & Greed Analysis
• Paper Trading Analytics
• Automated Trade Monitoring
• Pending Trade Workflow
• AI Command Center
• Multi-Language Accessibility

within a single platform.

Rather than offering isolated tools, AlphaLens provides a complete AI-powered crypto intelligence workflow that helps users understand markets, evaluate risk, and make informed decisions.

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🌍 Why Multi-Language Support?

Crypto markets are global, but access to trading intelligence is often limited by language barriers.

AlphaLens AI enables traders from different regions to interact with AI-generated market intelligence in their preferred language, making sophisticated analysis more accessible worldwide.

By combining AI reasoning with multilingual accessibility, AlphaLens lowers the barrier to intelligent decision-making for a global audience.

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📊 Results & Evidence

AlphaLens AI generates and maintains AI-driven reports and analytics that demonstrate the platform's end-to-end capabilities.

Generated outputs include:

• Portfolio Intelligence Reports
• Daily Market Briefs
• Portfolio Metrics
• Trade Reviews
• Leaderboards
• Paper Trading Reports

These outputs are available inside the reports/ directory and provide evidence of AI-powered market analysis and portfolio intelligence workflows.

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📈 Backtesting & Paper Trading Evidence

AlphaLens AI maintains historical signal data through signals.csv, providing the foundation for:

• Paper Trading Analytics
• Trade Performance Tracking
• Win Rate Analysis
• Portfolio Health Scoring
• Historical Signal Monitoring
• Trade Reviews
• Leaderboards

Current results demonstrate the complete signal lifecycle from generation to trade monitoring and performance evaluation.

Evidence is stored in:

• signals.csv

Generated reports include:

• reports/portfolio_report.txt
• reports/portfolio_metrics.txt
• reports/trade_review.txt
• reports/paper_trading_report.txt
• reports/leaderboard.txt
• reports/market_brief_*.txt

🖥️ Dashboard Features

Platform Overview

Displays:

• Total Signals
• Closed Trades
• Open Trades
• Win Rate
• Average Confidence
• Portfolio Health Score

Market Pulse

Monitor assets attracting market attention:

• Trending Coins
• Real-Time Asset Monitoring
• Market Discovery Layer

Fear & Greed Monitor

Track overall market sentiment:

• Fear & Greed Score
• Sentiment Classification
• Risk Environment Awareness

Economic Calendar

Monitor upcoming macroeconomic events that may influence crypto markets.

Features include:

• Upcoming macro events
• High / Medium impact classification
• Event schedules
• AI-generated market impact commentary
• Automatic filtering of past events

Portfolio Intelligence

View AI-generated portfolio diagnostics.

Daily Market Brief

Access institutional-style market commentary generated by Qwen AI.

AI Command Center

Launch AlphaLens intelligence workflows:

• Generate Portfolio Intelligence
• Generate Market Brief
• Update Trade Tracker
• Generate AI Signals

Active Signals

Track currently open AI-generated signals.

Pending Trade Workflow

Review AI-generated signals before placing paper trades.

Signal History

Review historical signal activity.

Trade Performance

Analyze paper trading outcomes.

Trade Leaderboard

Rank trades by profitability.

Market Intelligence

• Trending Coins
• Global Market Overview
• Fear & Greed Index
• Economic Calendar

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📈 Current Capabilities

AlphaLens currently demonstrates:

• AI Signal Generation
• Portfolio Intelligence
• Daily Market Brief Generation
• Economic Calendar Monitoring
• Automated Trade Monitoring
• Pending Trade Workflow
• AI Command Center
• Market Pulse Monitoring
• Fear & Greed Analysis
• Multi-Language Dashboard
• Paper Trading Analytics
• Performance Tracking
• Mobile-Friendly Deployment

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🛠️ Technology Stack

AI Layer

• Qwen AI

Backend

• Python

Dashboard

• Streamlit

Market Data

• Bitget Market Data
• CoinGecko API
• Alternative.me Fear & Greed Index

Analytics

• Pandas

Deployment

• GitHub
• Streamlit Community Cloud

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🏗️ Architecture

Frontend

• Streamlit

AI Layer

• Qwen AI

Market Data

• Bitget Market Data
• CoinGecko API

Sentiment Data

• Alternative.me Fear & Greed Index

Analytics

• Pandas

Persistence

• CSV-based trade history

Deployment

• Streamlit Community Cloud

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📁 Project Structure

AlphaLensAI/

├── app.py
├── dashboard.py
├── signal_engine.py
├── economic_calendar.py
├── economic_calendar.json
├── portfolio.py
├── market_brief.py
├── market_data.py
├── bitget_data.py
├── sentiment.py
├── trade_tracker.py
├── translator.py
├── translations.py
├── requirements.txt
├── README.md
├── .env

├── reports/
│   ├── portfolio_report.txt
│   ├── market_brief_*.txt
│   ├── leaderboard.txt
│   ├── portfolio_metrics.txt
│   ├── trade_review.txt
│   └── paper_trading_report.txt

├── screenshots/
│   ├── platform_overview.png
│   ├── market_pulse_economic_calendar.png
│   ├── market_brief_portfolio_intelligence.png
│   └── trade_analytics.png

└── signals.csv

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🚀 Future Roadmap

• Live Trading Integration
• Advanced Portfolio Optimization
• Strategy Automation
• Agent-Based Research Workflows
• Multi-Asset Expansion
• Institutional Analytics Suite
• Smart Money Monitoring
• AI Portfolio Rebalancing
• Whale Activity Intelligence

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🏆 Built For

Bitget AI Base Camp Hackathon S1 2026

Builder: Chinyere Okore/ Chiondefi

AlphaLens AI demonstrates how AI can transform fragmented crypto workflows into a unified intelligence platform for traders and investors.

By combining Bitget Market Data, Qwen AI, Portfolio Intelligence, Economic Event Awareness, Paper Trading Infrastructure, Market Pulse Monitoring, and Multi-Language Accessibility, AlphaLens delivers institutional-style crypto intelligence through a single streamlined dashboard.