Carson Wong

Growth Data Scientist at Crypto.com
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Contact Information
us****@****om
(386) 825-5501
Location
Hong Kong, Hong Kong SAR, HK

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Credentials

  • Introduction to Customer Segmentation in Python
    Coursera
    Aug, 2023
    - Nov, 2024
  • Generative AI with Large Language Models
    Coursera
    Jul, 2023
    - Nov, 2024
  • The Future of Payment Technologies
    Coursera
    Jul, 2023
    - Nov, 2024
  • Blockchain and Cryptocurrency Explained
    Coursera
    Jul, 2023
    - Nov, 2024
  • Digital Mastery Program Foundational Level
    Zurich Insurance
    Jul, 2023
    - Nov, 2024
  • Super Volunteer 2022
    Zurich Insurance
    Mar, 2023
    - Nov, 2024
  • Microsoft Certified: Azure AI Fundamentals
    Microsoft
    Oct, 2021
    - Nov, 2024
  • Deep Learning Specialization
    Coursera
    Sep, 2021
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    Sep, 2021
    - Nov, 2024
  • Sequence Models
    Coursera
    Sep, 2021
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Sep, 2021
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
    Coursera
    Aug, 2021
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Aug, 2021
    - Nov, 2024
  • ETL in Python
    DataCamp
    Feb, 2023
    - Nov, 2024
  • Feature Engineering for NLP in Python
    DataCamp
    Feb, 2023
    - Nov, 2024
  • Software Engineering for Data Scientists in Python
    DataCamp
    Feb, 2023
    - Nov, 2024
  • Statistical Thinking in Python (Part 1)
    DataCamp
    Feb, 2023
    - Nov, 2024
  • Statistical Thinking in Python (Part 2)
    DataCamp
    Feb, 2023
    - Nov, 2024
  • Data-Driven Decision Making in SQL
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Extreme Gradient Boosting with XGBoost
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Feature Engineering for Machine Learning in Python
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Introduction to Power BI
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Introduction to Python
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Machine Learning with Tree-Based Models in Python
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Fraud Detection in Python
    DataCamp
    Jan, 2023
    - Nov, 2024
  • Introduction to Git
    DataCamp
    Jun, 2022
    - Nov, 2024

Experience

  • Crypto.com
    • Singapore
    • Financial Services
    • 700 & Above Employee
    • Growth Data Scientist
      • Jul 2023 - Present

  • Zurich Insurance
    • Switzerland
    • Insurance
    • 700 & Above Employee
    • Junior Data Scientist
      • Jan 2022 - Jul 2023

      Here are the impactful projects and achievements I have had the privilege to work on during my tenure at Zurich Insurance Hong Kong. As a Junior Data Scientist, I have been at the forefront of leveraging data to drive efficiency, cost reduction, and strategic decision-making. During my time at Zurich, I have made significant contributions to the automation and data analytics initiatives, revolutionizing how we utilize data to achieve remarkable outcomes. Here are some highlights of my accomplishments: OCR Project (Automation Team): -Lead the implementation of OCR (Optical Character Recognition) technology to extract crucial information from scanned PDF files. -By eliminating manual data entry and employing advanced data cleaning techniques, we streamlined our data acquisition process. -This resulted in a remarkable reduction of FTE (Full-Time Equivalent), optimizing resource allocation and enhancing operational efficiency. Litigation and Fraud Detection Project (Automation Team): -Collaborated closely with a team of experts to design data modeling processes, develop algorithms, and create predictive models. -Conducted comprehensive custom analysis to proactively detect and mitigate litigation and fraud cases. Insight from Data (CRM Team): -Analyzed complex datasets to provide actionable insights addressing critical business questions from top management, including the CEO and Team Leads. -Advocated for a data-driven culture, promoting evidence-based decision-making across all business units. -Guided and monitored the implementation of data-driven actions, maximizing the impact of our strategies. These accomplishments have not only heightened operational efficiency and reduced costs but have also empowered the organization to make informed decisions based on data-driven insights. I am proud to have been part of a team that embraces innovation and harnesses the power of data to drive meaningful change. Show less

  • WildFaces.ai
    • Hong Kong
    • Software Development
    • 1 - 100 Employee
    • Junior AI Specialist
      • Nov 2021 - Dec 2021

Education

  • The Chinese University of Hong Kong
    Bachelor of Engineering, Information Engineering
    2017 - 2022

Community

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