ML / AI
Live
2025AI Trading Signal System
3-model fusion architecture
What we built
A Transformer + FinBERT + MLP fusion model generating Buy/Sell/Hold signals for S&P 500 equities — with precise entry price, stop loss, take profit, and optimal entry timing. Full pipeline from data ingestion through to a real-time dashboard.
In collaboration with Ibrahim Hamdan
Outcome
3-model fusion architecture
Live in production · 2025
Stack
- PyTorch
- FinBERT
- Transformer
- FastAPI
- Streamlit
- Docker
Links
Have something in mind?
We take on a small number of engagements at a time. If your project is a fit, we would like to hear about it.
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