Lead development and modernization of Java services, libraries, applications, and market-data pipelines. Build and improve ingestion, validation, transformation, normalization, and serving workflows using SQL Server, Linux file systems, vendor integrations, and batch processing. Debug production issues, refactor legacy systems, strengthen automated testing, document complex systems, and support evolving data-lake-oriented architecture and platform capabilities.