I have done a lot of work building/maintaining web scrapers to parse websites, news articles, or search engines and retrieve information for clients. I also have a great deal of experience using Pandas and Numpy to collect, scrub, read, visualize, and analyze data, often using machine learning algorithms for predictive analytics.