Karan Keraliya

At SIRO, I build production-grade agentic AI systems for clinical regulatory workflows. I've architected asynchronous LLM infrastructure with Python asyncio and Redis queues, reducing rate-limit bottlenecks and handling concurrent multi-agent workloads.

I designed RAG and validation pipelines that process large technical and clinical document corpora, cutting regulatory reviews from days or weeks to minutes. My work reduced hallucinations by 95% and created auditable outputs that help prevent costly regulatory delays.

Previously at Bank of America, I automated Liquidity Coverage Ratio reporting across three regions, delivering 30% cost savings. I also built NLP sentiment analysis and SVM document-classification systems to improve investment insights and data retrieval.