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Welcome to Andy Zhang's GitHub

Hi there, Iā€™m Andy Zhang. A data scientist, machine learning engineer, and open-source community advocate.

  • I was engaged in research related to machine learning (sparse PCA/tensor decomposition, stagewise algorithms etc.).
  • I specialize in the statistical modeling and development of machine learning software.
  • I enjoy experimenting CV/NLP projects with cutting-edge deep learning models using PyTorch.
  • I've been actively engaged in projects centered around RecSys/LLMs/RAG.
  • I am currently seeking job opportunities in the fields of data science and machine learning.

Using and learning

Analysis:

Python R NumPy Pandas Scikit PyTorch TensorFlow SciPy Plotly Dash Shiny Streamlit

Development:

MySQL PostgreSQL MongoDB Visual Studio Code Jupyter Notebook RStudio PyCharm Git GitHub Docker CMake Elasticsearch Kibana Kubernetes

Some of my projects

Recommendation System

Large Language Models

Search Engine

Knowledge Graph

Python Packages

Course Projects

Andy Zhang's Projects

book_api icon book_api

This repository contains the design, implementation, documentation, and interaction of a RESTful API using Python and Flask.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

kbqa icon kbqa

Knowledge Based Question Answering

lr_cd icon lr_cd

Python package for linear regression with coordinate descent algorithm.

mf icon mf

Matrix Factorization for Recommendation System

slsvd icon slsvd

Python package for sparse logistic singular value decomposition.

slsvd2 icon slsvd2

Python package for two-way sparse logistic singular value decomposition.

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