---
title: Ahsan's AI Stock Dashboard
emoji: 📈
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.52.2
app_file: app.py
pinned: false
---

# 📈 Ahsan's AI Stock Analysis Dashboard

## 🚀 Live Portfolio Management & AI Recommendations

### 📊 Features
- Real-time portfolio tracking for 39 positions
- AI-powered buy/sell/hold recommendations
- Risk assessment and 7-day action plan
- Interactive trading interface
- Performance charts and analytics

### 🎯 Key Recommendations
1. **🔴 SELL NOW**: OCEA (-99.07%), KUST (-92.32%), MLGO (-87.26%), BNN (-99.96%)
2. **🟢 BUY MORE**: IRWD (+542.70%), HEIO (+48.67%), DB (+41.94%)
3. **🟡 HOLD**: ATYR (-2.49%), DOW (+3.88%), XLY (+70.99%)

### 📈 Portfolio Stats
- **Total Value**: $9,485.94
- **Total Return**: -$9,328.80 (-49.57%)
- **Positions**: 39 (7 winning, 31 losing)
- **Risk Level**: High (85/100)

### 🔧 Technology Stack
- Python with Streamlit
- Pandas for data analysis
- Plotly for interactive charts
- AI-powered analysis algorithms

## 🚀 Quick Start

### Option 1: Use Online (Recommended)
1. Visit the live dashboard on Hugging Face
2. No installation required
3. Works on all devices

### Option 2: Run Locally
```bash
# 1. Clone repository
git clone https://huggingface.co/spaces/[your-username]/ahsan-stock-dashboard

# 2. Install dependencies
pip install -r requirements.txt

# 3. Run the app
streamlit run app.py