[PyData] Spammers vs. Data: My everyday fight - Juan De Dios Santos

PyData Warsaw 2018 LOVOO, a dating app, is attractive to spam. These spammers disguise themselves as real users, using believable images and accurate descriptions on their profiles to lure our community into chatting with them. This presentation is on everything Antispam. In it, I will talk about the architecture of the system, data, and the algorithms and methods we employ to fight the spammers. === www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.