Project Ideas

1 ideas · Build and monetize with open source

AI Sentiment Trading Signal

~1 month

Scans news, X/Twitter, and Reddit for sentiment shifts on stocks/crypto — generates buy/sell signals.

Trading / Finance

Aggregate real-time data from news APIs, social media, and financial RSS feeds. Use NLP (FinBERT or LLM) to score sentiment per asset. When sentiment crosses thresholds, generate signals. Backtest against historical price data to validate signal quality. NOT financial advice — sold as a research tool.

Monetization

Subscription: $49/mo for real-time signals. Data API: $0.01 per query.

Stack:PythonFastAPIFinBERTPostgreSQLRedis