AI agents for
security
operations.

From threat intelligence
to security automation.

I’m a Ph.D. candidate in Informatics at Penn State, advised by Professor Peng Liu. I develop AI agents that generate disposable test environments for security workflows. I am also building a benchmark for playbook generation, with the goal of training small language models to write those workflows.

Before Penn State, I worked at Academia Sinica on threat intelligence, graph-based attack detection, and system telemetry. Earlier roles in penetration testing and network administration shape how I approach the tools and infrastructure that security automation needs to work with.