Laxana Rana

I’m a production-grade AI/ML engineer with 2+ years delivering end-to-end generative AI, LLM, and classical ML solutions across healthcare, agriculture, and enterprise domains. I’ve designed and shipped RAG pipelines, multi-agent systems, and MLOps pipelines from model development through cloud deployment and live monitoring.

I’m hands-on with LangChain, LangGraph, and FastAPI microservices, and I bring strong data engineering depth using PySpark and ETL/migration workflows. I’ve built healthcare and CV systems with real impact—like a RAG-based health assistant achieving 92% answer accuracy, and a Graph-RAG protocol chatbot over 7,000+ documents—while using MLflow, Grafana, and latency/inference monitoring to keep performance reliable in production.