🚀 Inspiration
Crypto markets move fast - driven not only by charts and numbers, but by emotion, hype, and sentiment. We wanted to build an AI agent that merges quantitative signals with human psychology to forecast price trends more intelligently than simple technical analysis.
💡 What it does DeepDelta predicts short-term crypto price movements by combining: Historical price data for trend recognition Market sentiment from news, social media, and on-chain activity AI reasoning to merge both signals into actionable insights Users can select a coin and timeframe to see price direction probabilities, confidence scores, and trend explanations in plain English.
Tech Stack
- Front End: NextJS + React + Recharts
- Backend: NestJS + Clickhouse + Datadog
- ML/AI: Linkup + custom ML model to make predictions
🔮 What's next for DeepDelta Train a dedicated ML model using larger datasets for higher precision Add real-time alerts for momentum shifts and sentiment spikes Expand to multi-asset portfolios and risk scoring
Launch API access for traders and analysts
Fine-tune reasoning agents for explainable AI forecasts and strategy suggestions
Built With
- datadog
- javascript
- linkup
- openai
- python
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