At ZampAI, I designed an AI-enabled verification workflow that cut eKYC onboarding for a UAE-based conglomerate from 3–4 days to 45 minutes across 2K+ applicants. I also designed an AI agent that automated 86% of manual LTL freight invoice auditing.
I served as the primary client interface across two enterprise engagements, discussing requirements, translating operational needs into solution designs, and coordinating engineering delivery. That work included exception-handling and human-review workflows.
At Vaani Research Labs, I designed a multi-level caching system that improved voice-bot stability by 40%, and integrated an LLM-based reranking layer that increased conversational accuracy by 20%. I also developed FastAPI services for low-latency communication across multi-speaker sessions.
At Medoc Health IT, I built a Retrieval-Augmented Generation assistant with LangChain and embeddings, reducing internal insurance query resolution time by 65%. I also built regression-based medical cost prediction models that achieved 91% prediction accuracy, and developed projects including a financial chatbot and a healthcare assistant.
