In September 2025, Adkin Sty worked on the sodadata/soda-core repository, focusing on implementing Snowflake OAuth authentication to enhance secure data access for enterprise environments. Using Python and leveraging expertise in authentication and cloud data warehousing, Adkin introduced OAuth client credentials and token request handling within the SnowflakeDataSource, wiring these parameters directly into the connection logic. This approach reduced credential exposure and aligned the integration with modern security standards. Although no major bugs were addressed during this period, the work demonstrated depth by stabilizing the OAuth pathway and establishing a foundation for future authentication enhancements in data engineering workflows.