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Dennis Liu

Senior Data Scientist - ML/AI at Hatch
Intro Book
Dennis Liu, a seasoned data scientist with expertise in process engineering, oil and gas, and teamwork, holds a PhD in Mathematics and Computer Science, with a strong background in chemical engineering and experience in various industries.
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Location
Adelaide, South Australia, Australia, AU
Skills
  • Upstream
  • Process Engineering
  • Matlab
  • Microsoft Office
  • Engineering
  • Show all
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Bio

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Experience

  • Hatch
    • Australia
    • Internet Marketplace Platforms
    • 1 - 100 Employee
    • Senior Data Scientist - ML/AI
      • Feb 2024 - Present

      Building transformative recommender systems to help candidates unearth interesting roles and companies.

    • Data Scientist
      • Jan 2021 - Present

      Responsible for predictive machine learning models, data analytics and business intelligence.Tech stack includes AWS Lambda, S3, Cloudwatch, PostgreSQL, pytorch, numpyro, sklearn.Analytics stack includes SQL, pandas, Amplitude, Segment and Geckoboard API.

  • The University of Adelaide
    • Adelaide, South Australia, Australia
    • Data Scientist in Epidemiology
      • Mar 2020 - Jan 2021
      • Adelaide, South Australia, Australia

      Using my expertise in Data Science and Epidemiology, I have been contracted by the Federal Government to provide modelling and forecasting of COVID-19 cases in Australia. I am using Bayesian machine learning techniques to link social mobility with disease transmissibility.

  • Santos Ltd
    • Adelaide
    • Graduate Engineer
      • Feb 2014 - Sep 2017
      • Adelaide

      Covering numerous roles including asset engineer, field support engineer (oil & gas), and upstream control room operator.

  • Globe Education Centre
    • Science and Mathematics Tutor
      • Jul 2009 - Jan 2014

Education

  • 2017 - 2020
    University of Adelaide
    Doctor of Philosophy - PhD, MATHEMATICS AND STATISTICS
  • 2010 - 2014
    University of Adelaide
    Bachelor of Mathematics and Computer Science (BMaCompSci), Applied Mathematics
  • 2009 - 2014
    University of Adelaide
    Bachelor of Engineering (B.Eng.), Chemical Engineering

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Industry Focus. “Internet Marketplace Platforms”

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