I am a Research Scientist at CSIRO’s Data61 in Melbourne, Australia, where I develop autonomous, adaptive cybersecurity systems to defend against evolving threats and protect critical infrastructure. My research combines Artificial Intelligence, Game Theory, and Graph Data Mining to build security solutions that can anticipate, detect, and respond to attacks in real time. By integrating machine learning, multi-agent systems, and graph analytics, I design defense architectures that are not only technically robust but also scalable, resilient, and aligned with real-world operational demands. My expertise spans graph-based anomaly detection, reinforcement learning for cyber threat mitigation, and strategic reasoning under uncertainty. I’m particularly focused on advancing security systems that move beyond reactive response, towards self-adaptive, intelligent defense mechanisms that can evolve with the threat landscape.

Prior to my current role, I was a Postdoctoral Fellow at CSIRO’s Data61 in collaboration with the Cyber Security Cooperative Research Centre (CSCRC), where I contributed to national cyber defense initiatives, delivering research-driven solutions for government, infrastructure operators, and industry partners.