Senior AI/ML Engineer with 10+ years of experience building production-grade machine learning and
GenAI systems at scale. Specialized in LLM-powered applications, retrieval-augmented generation
(RAG), model evaluation frameworks, and cloud-native ML infrastructure on AWS and Kubernetes.
Experienced in designing end-to-end ML lifecycles – from data engineering and model training to
inference optimization, cost control, and monitoring in high-availability environments. Strong focus
on performance, scalability, reliability, and measurable business impact.