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Hi there, this is Wenjia Zhu! 👋

Github

Welcome to my Github page! My name is Wenjia Zhu, and I'm currently a Master of Data Science student at the University of British Columbia (graduating in June 2022). Prior to this, I have worked as a Data Scientist in Companies such as Alipay and PPdai for 4 years in China.

Github Stats

Wenjia Zhu‘s GitHub Stats

Repositories

Practical projects I have worked on:

  • Developed data science tool/packages for simplifing routine work, you can access the package on PYPI - Python risk_model_tool

  • Developed a Dashboard to illustrate high-level political status in Canada and generate reports in BIRS_CIH Hackthon - source code, report


Learning related projects :

  • Machine_learning_byHand: UBC CS430M, deployment of traditional ML algorithms from scratch - view

  • Deep_learning_byHand: deployment of deeplearning algorithms from scratch and using Pytorch. Topics include: Mlp, CNN, RNN, NLP, Transformer, Attention - view

  • Leetcode_byHand: Prepare for online coding in algorithom and SQL - view

Wenjia Zhu's Projects

525-group28 icon 525-group28

Tackling big data for a group project of 2021-22 MDS DSCI525

birs_cih_dashboard icon birs_cih_dashboard

Dashboard for hackthon, use flask as restful api, dash as server, and altair\plotly\D3 as visulization tool

dnn_ctr icon dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

papers-gnn icon papers-gnn

Must-read papers on graph neural networks (GNN)

pygmmis icon pygmmis

Gaussian mixture model for incomplete (missing or truncated) and noisy data

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