10+ years of experience in software engineering, specializing in cloud-native search and retrieval systems 3+ years in technical leadership, architecting and scaling distributed systems in production environments Deep expertise in lexical and vector retrieval technologies (Milvus, Vespa, Elasticsearch) Strong knowledge of Lucene and Tantivy internals Skilled in designing cloud-native architectures and managing containerized workloads using Kubernetes and AWS/GCP Proven track record in building real-time data pipelines, indexing frameworks, and hybrid search architectures Strong communicator and mentor