{"627389":{"#nid":"627389","#data":{"type":"event","title":"ML@GT Seminar: Muhammed Ahmed, Mailchimp","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022http:\/\/ml.gatech.edu\/\u0022 target=\u0022_blank\u0022\u003EThe Machine Learning Center at Georgia Tech\u003C\/a\u003E invites you to a seminar by Muhammed Ahmed of Mailchimp.\u003Cbr \/\u003E\r\n\u003Cbr \/\u003E\r\nThe seminar will be a part of Polo Chau\u0026#39;s Data and Visual Analytics class. The class would like to welcome anyone from the Georgia Tech community who would like to attend this exciting guest lecture.\u0026nbsp;\u003Cbr \/\u003E\r\n\u003Cbr \/\u003E\r\nThe \u003Ca href=\u0022https:\/\/b.gatech.edu\/2oLBVTI\u0022 target=\u0022_blank\u0022\u003Eseminar \u003C\/a\u003Ewill be at 4:30 p.m. on Thursday, Oct. 17\u0026nbsp;in \u003Ca href=\u0022https:\/\/www.google.com\/maps\/place\/Clough+Undergraduate+Learning+Commons\/@33.7749203,-84.3986035,17z\/data=!3m1!4b1!4m5!3m4!1s0x88f50489e24c4cc7:0x2f07c28c3abda31b!8m2!3d33.7749203!4d-84.3964148\u0022 target=\u0022_blank\u0022\u003EClough 152\u003C\/a\u003E.\u003Cbr \/\u003E\r\n\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003ETITLE\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003ENLP Approaches to Campaign Classification\u003Cbr \/\u003E\r\n\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EABSTRACT\u003C\/strong\u003E\u003Cbr \/\u003E\r\n\u003Cbr \/\u003E\r\nMailchimp is the world\u0026#39;s largest marketing automation platform. Over a billion emails are sent by it every day, which raises the\u0026nbsp;question: what exactly are users sending? We\u0026#39;ll do a deep dive into the natural language processing techniques utilized by Mailchimp to make\u0026nbsp;sense of users\u0026#39; content and classify campaigns, whether it\u0026#39;s for predicting a customer\u0026#39;s business vertical, or for preventing those with malicious\u0026nbsp;intent from using the platform.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cbr \/\u003E\r\n\u003Cstrong\u003EBIO\u003C\/strong\u003E\u003Cbr \/\u003E\r\n\u003Cbr \/\u003E\r\nMuhammed Ahmed is a Junior Data Scientist at Mailchimp. He graduated from the University of Georgia with a degree in Computer\u0026nbsp;Science and a certificate in Applied Data Science. Muhammed specializes in natural language processing and has implemented several deep\u0026nbsp;transformer models (ELMo, BERT, XLNet, RoBERTa) for the text classification task. His models are used for spam detection, business\u0026nbsp;vertical classification, and support ticket classification.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"The Machine Learning Center at Georgia Tech invites you to a seminar by Muhammed Ahmed of Mailchimp."}],"uid":"34773","created_gmt":"2019-10-09 16:23:24","changed_gmt":"2019-10-09 16:24:56","author":"ablinder6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2019-10-17T17:30:00-04:00","event_time_end":"2019-10-17T19:00:00-04:00","event_time_end_last":"2019-10-17T19:00:00-04:00","gmt_time_start":"2019-10-17 21:30:00","gmt_time_end":"2019-10-17 23:00:00","gmt_time_end_last":"2019-10-17 23:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"hg_media":{"627388":{"id":"627388","type":"image","title":"Muhammed Ahmed is a Junior Data Scientist at Mailchimp","body":null,"created":"1570637766","gmt_created":"2019-10-09 16:16:06","changed":"1570637766","gmt_changed":"2019-10-09 16:16:06","alt":"","file":{"fid":"238873","name":"Unknown.jpeg","image_path":"\/sites\/default\/files\/images\/Unknown_11.jpeg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/images\/Unknown_11.jpeg","mime":"image\/jpeg","size":207164,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/Unknown_11.jpeg?itok=hF4eIj13"}}},"media_ids":["627388"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"37041","name":"Computational Science and Engineering"},{"id":"1299","name":"GVU Center"},{"id":"576481","name":"ML@GT"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EPolo Chau\u003C\/p\u003E\r\n\r\n\u003Cp\u003Epolo@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}