Recommendation System & Computational Advertising

A python package that provides a suite of state-of-the-art algorithms in recommender system and let users train and test on their own datasets easily.

Real-Time Content-Based Personalization API with LightGBM on Spark

A real-time recommender system built with Azure



Ad Impression Prediction: (Ad ranking algorithm & Auction mechanism)


Machine Learning

A real-time scalable machine learning production project built with Azure

Natural Language Processing

Gendered Pronoun Resolution

6th place solution for Google AI: Gendered Pronoun Resolution

BERT-based, inference structured model for conference resolution

Stock Market Trend Prediction using tweets


Web

My Blog: Ultimate Blog Workflow

Travis CI + Serverless + Yuque + Cloudflare + Github Pages +Hexo + Webhook