- Automated, real-time market health monitoring pipelines across multiple source systems
- Operational dashboards and alerting to support Capital Markets stakeholders
- Prototyped predictive delay-detection to move from reactive to proactive monitoring
AI/ML Engineer & Researcher building trustworthy AI systems for Finance and Health.

Operational health monitoring to reduce incident detection time and improve reliability at infrastructure scale.