Eliminating AI Infrastructure Debt for High-Growth Startups Specializing in Deterministic Systems and Stateless Bridge architectures. I bridge the gap between 'Cool Demos' and 'Production Reliability.' Ex-Meta Architect, USC MS CS, and US Patent Holder. Currently hardening the backbone of next-gen agentic workflows. My niche includes AI Integration and LLM adoption, LLM hardening, LLM driven Sales, AI Audits for Data Privacy and Security with a turnaround time of 48hrs