In the Adverity project, I spearheaded the creation of a sophisticated marketing API pipeline, meticulously integrating data from major advertising platforms such as Google Ads, Bing Ads, Facebook Ads, TikTok, and Baidu. Adverity emerged as the tool of choice for its versatile capabilities in defining and extracting specific metrics. The pipelines were meticulously designed to accommodate both hourly and daily data updates.