Lead Product AI Data Engineer & Architect

Deep hands-on experience with data architecture and dimensional data modeling,including star schemas,snowflake schemas,fact tables,and dimension tables. . Strong understanding of slowly changing dimensions (SCDs),surrogate keys,grain definition,and hierarchical dimensions. Experience designing and operating ETL / ELT pipelines for production analytics and AI / ML workloads.