CONTACT / RESEARCH & PAID WORK

Let’s work on
the hard question.

I’m open to security research, product-security and application-security opportunities, AI red teaming, and evidence-tooling work.

Edmonton, Alberta, Canada · Independent Security Researcher

For a useful first conversation, share the research question, available evidence, scope, and the kind of help you need. Please keep credentials and private vulnerability evidence out of an initial message.