At Trilles AI, I model attack surfaces across production RAG pipelines and help maintain security boundaries around sensitive data. I’ve also hardened MERN deployments with IAM controls and AWS/Azure security configurations.
In my independent security projects, I designed a three-hop onion-routing network to resist traffic analysis and timing correlation, and developed a tool to extract EFS keys from live Windows targets. I also integrated AI-based SAST/DAST scanning into Jenkins CI/CD workflows.

