On the Opinion Dynamics Energy Intelligence AI Platform, I built end-to-end AI workflows across energy evaluations, including fine-tuned LLMs and citation-grounded RAG. The retrieval pipeline cut manual research time per evaluation cycle by 60%, and domain embedding fine-tuning lifted recall@10 from 71% to 93%.
For PYLE, I built an LLMOps data engineering platform with model lifecycle management and production serving. I’ve also worked on AI test automation at TestSigma Technologies, Azure cloud architecture at Parker, and data analytics at Gen Re.
