Current Position
- Architected BEAM — open-source supply chain detector; 186+ behavioral features, XGBoost/Isolation Forest ensemble; presented at Black Hat USA 2025
- Shipped ML-based detections for cloud C2, insider threats, and encrypted file classification; 5 granted patents
- Presented at Black Hat (USA & Asia), BSides London, Hack-in-The-Box, OWASP AppSec EU, Swiss CyberStorm
Previous Positions
- Built Cyrisk™ — external network risk analysis tool
- Maintained multi-tenant AWS cloud environment
Drexel ECE
- Research on external internet presence as a predictor of security incidents
- Contributed to 20+ microservices for a cloud infrastructure monitoring platform
- Built high-volume data processing pipelines in Python, Java, and Scala
- Built document scanning, biometric auth, and user data frameworks for mobile apps
- Interim lead for a team of 3 developers