Mengyong Lee

AI Engineering Apprentice at AI Singapore
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Contact Information
us****@****om
(386) 825-5501
Location
Singapore, SG
Languages
  • Chinese Full professional proficiency
  • English Full professional proficiency
  • Russian Elementary proficiency
  • Teochew Elementary proficiency
Skills

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Bio

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Credentials

  • Programming with Google Go Specialization (3 Courses)
    UC Irvine
    Apr, 2021
    - Nov, 2024
  • Algorithmic Toolbox
    National Research University — Higher School of Economics
    Sep, 2020
    - Nov, 2024
  • Deep Learning Specialization (5 Courses)
    deeplearning.ai
    Sep, 2020
    - Nov, 2024
  • DeepLearning.AI TensorFlow Developer (4 Courses)
    deeplearning.ai
    Feb, 2020
    - Nov, 2024
  • Fundamentals of Reinforcement Learning
    Coursera
    Dec, 2019
    - Nov, 2024
  • Python for Data Science and Machine Learning Bootcamp
    Udemy
    May, 2019
    - Nov, 2024
  • Coding Best Practices with Python (7 Modules)
    DataCamp
    Apr, 2019
    - Nov, 2024
  • Python for Everybody Specialization (5 Courses)
    Coursera
    Aug, 2018
    - Nov, 2024
  • Learning How to Learn
    Coursera
    Jun, 2018
    - Nov, 2024
  • Excel to MySQL: Analytic Techniques for Business Specialization (5 Courses)
    Coursera
    May, 2017
    - Nov, 2024
  • ISO 9001:2015 Internal Audit
    TÜV SÜD
    May, 2015
    - Nov, 2024
  • Six-Sigma Green Belt
    SMU - Singapore Management University
    Apr, 2013
    - Nov, 2024

Experience

  • AI Singapore
    • Software Development
    • 100 - 200 Employee
    • AI Engineering Apprentice
      • Dec 2020 - Present

      • AI Certified Engineer (Associate) - AI Professional Association• Developing a Semantics Segmentation (Computer Vision) algorithm for wound classification that is deployed to Edge device (iOS) to provide instant wound assessment for diabetic patients.• Communicate analytical insights to product owners in weekly meetings and tri-weekly Sprint Reviews.• Involved in all aspects of project management and technical skillsets, including collecting business requirements, technical literature reviews, implementing different learning algorithms, managing data quality, building the data pipeline, and all CI/CD activities.

  • Sephora SEA
    • Singapore
    • Retail
    • 1 - 100 Employee
    • Data Scientist
      • Apr 2020 - Dec 2020

      • Built Sephora's first in-house recommender system based on Matrix Factorisation. Model used in Sephora’s e-commerce website, app, and email marketing• Built a sequential recommender system based on LSTM Neural Network(Tensorflow 2.0). Model generates recommendations based on product view sequence, generating recommendation for visitors to Sephora web/app that does not require any prior data about visitor

    • Assistant Manager, Data Analytics (Marketing Science and Channels)
      • Jan 2020 - Apr 2020

      • Build omni-channel marketing automation triggers on Salesforce Marketing Cloud, including Cart Abandonment, Sample to Full-size, Browse Abandonment, on Email and App Push Notification channels• Build and implement end to end data products that improve business processes and create in-house expertise, such as “Project Otter”, an email audience selection tool which maximize EDM reach and prevents Sephora's email from going to spam• Build and maintain dashboards, data pipelines, and ETLs for all marketing channels (incl. paid, search, EDM, app push, affiliates), campaigns, and app installations

    • Senior Data Analyst (Marketing Science and Channels)
      • Jan 2019 - Dec 2019

    • Regional Business Intelligence Analyst
      • Aug 2017 - Jan 2019

  • Technoform Asia Pacific
    • Singapore
    • Wholesale Building Materials
    • 1 - 100 Employee
    • Management Associate
      • Aug 2013 - Jul 2017

  • Singapore Management University
    • Singapore
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • 2009 - 2013

      Teaching Assistant for:(1) IS102: Computer as Analytical Tools (2012 T1)(2) ACCT102: Management Accounting (2010 T2)

  • Various
    • Internships / Other Working Experiences
      • 2009 - 2013

      2013 - Philips Lighting (Internship) - Singapore2012 - OAO TESS (Internship) - Moscow, Russia2011 - Inchcape China (Internship) - Shanghai, China2009 - HSBC Insurance (Contract Staff) - Singapore2007-2008 - Singapore Navy, RSS Brave (NS) - Singapore

Education

  • Singapore Management University
    Master of Science, Artificial Intelligence
    2018 - 2020
  • Singapore Management University
    Bachelor of Business Management (BBM), Operations Management
    2009 - 2013
  • Lomonosov Moscow State University (MSU)
    Exchange
    2012 - 2012

Community

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