At Wholyx, I owned the cloud platform and delivery infrastructure for Astuza, provisioning AWS resources and deploying containerized services. I also implemented Tyler Technologies EFM/ECF integration for electronic court filing, including authentication, filing workflows, payments, and document handling.
I co-developed a verifiable legal contract question-answering system combining retrieval, fine-tuned language models, and neural-symbolic verification. The system reduced hallucinations by 57%, and our research was published in IEEE Access in 2026.

