PROJECT DESCRIPTION

• Implemented a data pipeline which monitors, scrapes and dedupes latest news
• (MongoDB, Redis, RabbitMQ, TF-IDF)


• Built a single-page web application for users to browse news
• (React, Node.js, RPC, SOA, JWT)


• Implemented a click event log processor which collects users’ click logs, then updates a news preference model for each user
• (NLP)


• Designed and built an offline training pipeline for news topic modeling
• (Tensorflow, DNN, NLP)


• Deployed an online classifying service for news topic modeling using the trained model