Chenggui Sun

Chenggui Sun  new_releases

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Machine Learning Consultant at Together Bottle Inc.
Vancouver, British Columbia, Canada

Contact Chenggui regarding: 
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Full-time jobs
Starting at USD80k/year

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Résumé


Jobs verified_user 0% verified
  • AltaML
    Associate Machine Learning Developer public Remote experience
    AltaML
    May 2022 - Apr 2023 (1 year)
    - Developed and deployed production-ready chemical production optimization system for a chemical production plant
    - Developed and deployed production-ready
    insurance account granting system for an insurance company
  • Z
    Machine Learning Consultant public Remote experience
    Zerobox
    Feb 2021 - Current (5 years 8 months)
    - Actively involved in collaboratively developing application for large language model, while concurrently embarking on learning journey with frontend and backend development.
    - Collaborated with Senior Architects, Developers, and Data Scientists to create fully automated defect detection system, which involved tasks such as object detection, image segmentation, image identification, and defect detection. Facilitated communi
    - Constructed dataset focused on water bottles, extracted image features utilizing VGG16, EfficientNet, and AlexNet. Indexed extracted features and executed image identification using Vearch.
  • S
    Owner/Data Scientist
    STM INNOVATIONS LTD.
    Jan 2020 - Apr 2022 (2 years 4 months)
    - Explored business opportunities of deep learning and computer vision in water treatment and oil & gas industries.
    - Developed machine learning models for a solar energy company to predict failures of solar tracking systems by classifying imbalanced dataset.
    - Built recurrent neural networks with TensorFlow to predict crude oil prices based on historical crude oil prices acquired from Energy Information Administration.
  • E
    Event Volunteer
    Ecole Richard Secord School
    Sep 2018 - Jul 2021 (2 years 11 months)
  • S
    Owner/Engineering Consultant
    STM INNOVATIONS LTD.
    Jan 2018 - Current (8 years 9 months)
    - Analyzed process data and designed conceptual process to capture carbon dioxide and recover water in oil industry.
    - Investigated global liquified natural gas (LNG) market, especially suppliers and projects in Middle East and North America.
    - Negotiated supplying agreement with LNG producer in Canada, confirmed LNG loading arrangement with supplier and developed customers in Asia.
    Built vendor lists of 40 ft standard LNG tanks, freight services, shipping companies and negotiated supplying agreements.
  • University of Alberta
    Research Associate, Postdoctoral Fellow, Lab Manager
    University of Alberta
    Feb 2014 - Dec 2017 (3 years 11 months)
    - Designed experiments and performed statistical data analysis and mathematical modeling to analyze parameters’ influence on materials’ properties and process outputs, which lead to successful development of three types of nanomaterials.
    - Expanded outlets for research by assisting supervisor to establish collaboration relationship in nanofiber fabrication with Innotech Alberta.
Education verified_user 0% verified
  • Udemy
    Software Architecture & Design of Modern Large Scale System
    Udemy
    Jun 2023
  • Coursera
    Data Visualization & Dashboarding with R Specialization
    Coursera
    Jan 2023
  • Coursera
    Natural Language Processing Specialization Certificate
    Coursera
    Dec 2022
  • University of Alberta
    Master of Science - MS, Computing Science
    University of Alberta
    Sep 2021 - Jun 2023 (1 year 10 months)
  • University of Waterloo
    Doctor of Philosophy - PhD, Chemical Engineering
    University of Waterloo
    Feb 2020
  • University of Chinese Academy of Sciences
    Master of Engineering - MEng, Chemical Engineering
    University of Chinese Academy of Sciences
    Feb 2019
  • Dalian University of Technology
    Bachelor of Engineering
    Dalian University of Technology
    Feb 2016
Awards verified_user 0% verified
  • University of Waterloo
    International Student Scholarship
    University of Waterloo
    Feb 2020