Voice Assistant Security & Privacy
Measuring, attacking, and defending modern voice assistant ecosystems, from traffic fingerprinting to scalable policy analysis and deployable defenses.
Projects
Projects currently migrated from the existing Hugo content tree.
Measuring, attacking, and defending modern voice assistant ecosystems, from traffic fingerprinting to scalable policy analysis and deployable defenses.
Production engineering for large-scale location processing, delivery, and ranking systems, with a focus on reliability, quality, and computational efficiency.
Designing transformations that preserve utility in camera and video data while making re-identification and leakage substantially harder.
Tooling and systems work for reasoning about remote GPU performance, virtualization, and infrastructure behavior in ML-oriented cloud environments.
Studying how advertising ecosystems, exception lists, and privacy tools interact in practice, with a focus on the real privacy cost of defaults.

Understanding how encrypted traffic reveals device identity and usage patterns, and designing measurements that better capture open-world privacy risk in IoT ecosystems.
Building and leading full-stack product systems for a fintech startup, including user, merchant, and admin experiences on a shared platform foundation.