I have substantial experience in building robust web scraping applications for small business lead generation avenues such as direct mail and cold calling. I am knowledgable with frameworks, python packages, and technology platforms such as BeautifulSoup, Lxml, Requests, Selenium, HTML, cloud computing and relational databases. I am also able to provide business statistical analysis services to drive business decisions. Due to my current position, I am unable to scrape Canadian leads.