Big Data Engineer,
January 6, 2020 - March 6, 2023
As a Big Data Engineer at eBay, I was responsible for data generation and production pipelines in the selling domain, including sellers' listed products, product information, stores, and performance metrics for listing tools.
Developed ETL pipelines using Spark SQL and KSH, and optimized performance.
Increased the stability of the feed pipeline sent to SellerHub, reducing failures by 33% and eliminating the need for manual intervention for common issues, while supporting more seller IDs without altering field sizes.
Enhanced the coverage of structured products among listed items, using a pipeline combined with NLP/TF-IDF to match sellers' listings with structured product information, raising sneaker category coverage from 17% to 64%.
Developed an integrated data product for sellers during a company hackathon, leveraging maintained data to provide a product selection tool addressing the 'what to sell' need.
Created internal tools to boost data engineering efficiency, including AUT, a UC4 enhancement tool.
Collaborated with the web scraping team to deliver pricing guidance data services for sellers.
Maintained ETL processes for Spark, Flink, and Cassandra.