At Unidoc Healthcare Pvt. Ltd., I work on AI for the company's EMR platform, partnering with billing and medical-records stakeholders. I built a multi-agent workflow that cross-checks patient, clinical, billing, and policy records to help reduce incomplete and inconsistent claims reaching insurers.
I improved the speech-to-text pipeline for doctors’ voice notes, cutting latency by 30% and evaluating multilingual accuracy on real and synthetic test sets. I also built de-identified synthetic clinical datasets with Microsoft Presidio for model training and evaluation.
For discharge summaries, I built an LLM pipeline on Amazon Bedrock and used automated evaluations to improve accuracy, latency, and cost. My projects include AgentShield, a security gateway for AI agents, and tools for multimodal RAG benchmarking and MCP security review.
