⚠️ RISK WARNING: Trading and investing involves substantial risk of loss. All predictions are for educational purposes only and are not investment advice.

Welcome to DeepTrend.me

AI-powered stock price predictions and market insights. Built for clarity, driven by data.

The Fusion Model Advantage

Where technical analysis meets market psychology. Our AI combines price patterns with real-time sentiment to predict what traditional models miss.

🧠 BiLSTM Neural Network💬 FinBERT Sentiment⚡ Real-Time Fusion

Fusion Model TechnologyNEW

Model Type:
Fusion Model (BiLSTM + FinBERT Sentiment)
Technical Analysis:
31 indicators (RSI, SMA, momentum, volatility)
Sentiment Analysis:
768-dimensional FinBERT embeddings
Data Sources:
Price data + Real-time financial sentiment
Training Approach:
Cross-stock learning on 8 major tickers

Stocks & Coverage

Stocks Covered:
Magnificent 7 + MRVL
Prediction Horizon:
6 trading days ahead
Historical Validation:
50-day backtesting window
Update Frequency:
Daily after market closeActive

Performance Metrics

Average MAPE:
Below 1.5% (Magnificent 7)
Directional Accuracy:
55.8% (1,491 trades)
Average Total Return:
~150-200% (252-day period)
Average Sharpe Ratio:
2.87 (risk-adjusted)
Average Max Drawdown:
15.9% (worst-case decline)
Test Period:
3+ years out-of-sample

Features & Capabilities

Confidence Intervals:
80% and 95% prediction bands
Active
Sentiment Insights:
Bullish/Bearish/Neutral scores
Active
Historical Tracking:
50 days of prediction history
Active
Visual Analytics:
Interactive charts with overlays
Active
API Access:
RESTful API with authenticationIn Dev
Custom Alerts:
Price targets & sentiment shiftsPlanned

Why Fusion Models Outperform Traditional AI

📈

Technical Patterns

BiLSTM analyzes 31 indicators to detect price momentum, support/resistance, and trend reversals

💭

Market Sentiment

FinBERT processes news and social media to gauge bullish/bearish sentiment and market psychology

🎯

Unified Prediction

Attention mechanism weighs technical vs. sentiment signals for each stock, adapting to market conditions

Experience The Fusion Model in Action

See how technical analysis and sentiment combine to generate accurate predictions for Magnificent 7 stocks

Free access • Updated daily • 50-day historical validation

Risk Disclaimer: Past performance does not guarantee future results. All predictions are for educational and research purposes. Please consult with a financial advisor before making investment decisions. Market conditions can change rapidly, affecting model performance.