My work focuses on digital forensics, incident response, and cybersecurity within regulated and safety-critical environments. A central area of research is the security and observability of network-connected medical devices.

As part of my PhD at the University of Plymouth, I am developing forensic-ready logging frameworks for embedded systems. The objective is to ensure that devices relied upon for clinical care produce structured, verifiable, and defensible telemetry.

The research addresses a practical challenge: how to embed evidential integrity and security monitoring into constrained systems while maintaining regulatory compliance, performance stability, and patient safety.

SANS Healthcare Forum — Medical Device Cybersecurity

An examination of ransomware impact in healthcare environments and how device-level observability strengthens detection, containment, and recovery across clinical ecosystems.

SANS DFIR Summit — Emerging Technology & Investigative Expansion

A technical analysis of expanding investigative terrain across IoT, implanted systems, vehicles, and distributed digital ecosystems — and how DFIR methodologies must evolve accordingly.

SANS DFIR Summit — Engineering Observability into Medical Devices

Research conducted in collaboration with Medtronic focused on embedding incident response capability into the medical device design lifecycle and advancing logging practices for constrained embedded systems.