project-index
: Most vulnerability alerts are noise. I wanted to know which ones actually matter.
: Security theory is useless if you can’t prove detection works under pressure.
: People copy-paste prompts into three AI chats and hope for the best. I built the optimizer I wished existed.
: Combat sports had no platform that treated athletes, managers, and promoters as product stakeholders.
: Passwords and OTPs are the weakest link in every stack. I shipped an identity system that removes them.
: Accounting firms still transcribe invoices by hand. I shipped a pipeline that reads, classifies, and flags them.