At Soft Flow Group, I built access controls for an HR/payroll Copilot agent that scoped queries to the signed-in employee and blocked cross-employee salary requests.
I also designed a multi-tenant backend for a secure AI assistant using .NET and Entity Framework, with JWT authentication to keep each client’s data isolated.
I closed a prompt-injection exploit by tightening the HR agent’s system prompts, and deployed and benchmarked quantized LLMs on a CPU-only Ubuntu server.
Earlier, at White Mountain Technologies, I built and tested RESTful Laravel APIs and applied validation, repository interfaces, soft-delete CRUD, and middleware-based error handling.

