shanmukhdatta/riskpulse-event-classifier

RiskPulse AI — 5-Class Financial Event Classifier

Fine-tuned transformer model for financial event classification as part of the RiskPulse AI Financial Risk Intelligence system (S&P Global & CRISIL Campus Hackathon 2026).

Classes

1. Geopolitical
2. Macroeconomic
3. Credit Event
4. Merger / Acquisition
5. Product Launch

Architecture & Base Model

• Architecture: FinBERT / BERT Sequence Classification with 5 target classes.
• Weights: Safetensors checkpoint included.