Researcher, designer, and interpreter of complex systems.
I'm interested in how people trust systems, how interfaces influence confidence, and how research can make complex experiences more usable and more humane.
I'm interested in how people trust systems, how interfaces influence confidence, and how research can make complex experiences more usable and more humane.
My work sits between human factors, UX research, and implementation-aware design. I care about method, but I also care about visual precision — because the way information is presented changes how it is understood.
Product Systems Quality team. Testing next-generation audio products using human factors methods to evaluate product quality at scale.
Graduate research on trust in automation, literature review, scale analysis, and methodological rigor.
Precision in safety-critical software testing using LDRA, Polyspace, and RTRT.
Responsive web interfaces, product collaboration, and frontend implementation fluency.
Human Systems Engineering with UX and human-centered research focus.
Computer Science Engineering foundation supporting technical and analytical depth.
I'm most interested in work where careful research can improve trust, usability, interface clarity, and real-world decision making.