Overview
I built Hermes Financial Agent — an AI-powered financial assistant for investors in the Egyptian Exchange (EGX).
The goal: not just calculate portfolio value, but explain risks in a transparent, auditable way.
Features
- Real EGX market data via Yahoo Finance
- Portfolio tracking and valuation
- Daily financial reports
- Telegram-user portfolio isolation
- Cached quote fallback for resilience
- Explainable risk insights
Explainable Risk Intelligence
Unlike traditional trackers, Hermes surfaces:
- Portfolio concentration risk
- Stale market data exposure
- Quote coverage percentage
- Valuation gaps from unavailable data
Users understand confidence level behind their valuation — not just the number.
Technical Stack
- Hermes Agent framework
- Python
- GitHub Actions (automated smoke testing)
- Offline-safe quote fallback architecture
Repository
Future Roadmap
- News sentiment analysis
- Investment thesis tracking
- Market briefing generation
- Advanced financial reasoning agents