Top News: Real Time News Scraping and Recommendation System

PROJECT LINK

Top News URL

PROJECT DESCRIPTION

  1. Implemented a data pipeline which monitors, scrapes and dedupes latest news (MongoDB, Redis, RabbitMQ, TF-IDF)
  2. Built a single-page web application for users to browse news (React, Node.js, RPC, SOA, JWT)
  3. Implemented a click event log processor which collects users’ click logs, then updates a news preference model for each user (NLP)
  4. Designed and built an offline training pipeline for news topic modeling (Tensorflow, DNN, NLP)
  5. Deployed an online classifying service for news topic modeling using the trained model

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