Xingzhong (Eric) Du

Xingzhong (Eric) Du

Senior Applied Scientist

Oracle

Biography

Xingzhong Du is a data science practitioner with demonstrated experiences of machine learning modeling and development. He is interested in applying cutting-edge learning models to address large-scale real-world problems.

Interests

  • Recommender System
  • Representation Learning

Education

  • PhD in Computer Science, 2017

    the University of Queensland

  • Master in Computer Science, 2013

    Nanjing University

  • Bachelor in Software Engineering, 2010

    Nanjing University

Skills

R

60%

python

80%

data science

80%

Experiences

Recent 5 Years

 
 
 
 
 

Senior Applied Scientist

Oracle

Jan 2025 – Present Melbourne, Australia
LLM based applications
 
 
 
 
 

Senior Machine Learning Engineer

WooliesX

Sep 2022 – Jan 2025 Melbourne, Australia
Automatic marketing decision making
 
 
 
 
 

Data Scientist

Wesfarmers Corporate

Jan 2022 – Sep 2022 Melbourne, Australia
Customer engagement analysis. Federated personalisation applications.
 
 
 
 
 

Data Scientist

Coles Supermarkets

Mar 2019 – Dec 2021 Melbourne, Australia
Design and develop recommender system based on big data as well as other personalised data products. Customer insights and segmentations.

Publication

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Personalized Video Recommendation Using Rich Contents from Videos

Exploiting Combination Effect for Unsupervised Feature Selection by l20 Norm

Online user representation learning across heterogeneous social networks

A unified framework with a benchmark dataset for surveillance event detection

Buffer overflow detection for C programs is hard to learn

See all publications

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