Kaggle 3rd Place Solution — Jigsaw Multilingual Toxic Comment Classification
Talks about NLP, Machine Learning and Kaggle
Building selection model at the venture capital industry's predictive analytics pioneer.
Played an instrumental role in set-up of central Analytics team from scratch at Info Edge. Led the analytics & modeling projects for various portals under Info Edge - naukri.com, jeevansathi.com, 99acres.com, naukrigulf.com, shiksha.com etc Built models for various important business problems - Semantic matching of a job with a CV (text analytics) ; Prioritizing Tele-sales; Optimizing online marketing campaigns; Lead consumption; Search suggestions; Recommendations based on online behavior. Analytics base for features leveraging hidden knowledge in the data - iMatch, Job Speak, PayCheck etc.
Healthcare: Led the development of innovative predictive models for Fraud detection in US Healthcare Industry at Fair Isaac India office. The Models were completely data driven and performed claim, provider and member centric analyses for identifying suspicious / fradulent transactions. Achieved solid results corroborated by Millions of Dollars of savings to the client and three patent applications. Retail: Worked on development of Retail Analytics Models used by Retail giants like Sam's Club. The Models provided customized recommendations for customers based on their purchase history and demographic.
Fair Isaac Corporation enables businesses to automate, improve, and connect decisions to enhance business performance.
Talks about NLP, Machine Learning and Kaggle
Talks about TensorFlow, Pytorch and Deep Learning
Talks about NLP, Machine Learning and Artificial Intelligence
Talks about Artificial Intelligence, Data Science and Machine Learning