At Atlassian, I built spam and abuse detection systems using OPA policies in Golang and Rego, protecting millions of users. I also wrote gibberish-detection algorithms to flag spammy sites before they reached customers.
At Klinify, I rewrote core APIs from Flask to async Uvicorn, cutting compute costs in half while scaling to 10K requests per second. I also built a FHIR terminology service that cut the project timeline by 80% and vendor costs by 90%.

