At Oracle, I built and shipped the OAK AI Assistant, an LLM-powered writing assistant embedded in Oracle’s authoring toolchain. It integrates Meta Llama 4 Maverick with context-aware prompting and has 200+ daily active users.
I also engineered non-blocking LLM inference and asynchronous publication loading for the assistant. In the migration pipeline, I root-caused recurring failures and extended the SVN flow, unblocking stalled migrations.
At Oracle, I developed a Java, SikuliX, and TestNG test automation framework covering 50+ workflows. It raised regression suite success from 40% to 80% and reduced maintenance overhead by 25%.
For RegDelta, I designed an end-to-end RAG pipeline over RBI regulatory filings, measuring retrieval at 100% Recall@5 and 0.917 MRR@5. I also built a deterministic verification layer to detect hallucinated and mis-attributed claims.
