Kevin Pek

Head of Technology at Google Developer Student Clubs NUS (GDSC NUS)
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Contact Information
us****@****om
(386) 825-5501
Location
Singapore, SG

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Credentials

  • The monday.com AI app hackathon Hackathon Certificate
    lablab.ai
    Jun, 2023
    - Nov, 2024
  • AI FOR INDUSTRY® - Foundations in AI
    AI Singapore
    Feb, 2023
    - Nov, 2024
  • Dean's List
    National University of Singapore
    Dec, 2022
    - Nov, 2024
  • CS50W
    CS50
    Feb, 2021
    - Nov, 2024
  • Excel Skills for Business: Essentials
    Coursera
    Nov, 2020
    - Nov, 2024

Experience

  • Google Developer Student Clubs NUS (GDSC NUS)
    • Singapore
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Head of Technology
      • Jun 2023 - Present

      Currently leading a team of developers to create a resource sharing platform for small non-profit organisations.

    • Software Engineer
      • Sep 2022 - May 2023

      - CRUD endpoints in express and mongoose ORM.- Frontend development in NextJs and Material UI library.- Wrote unit tests in Cypress.- Setup CICD using Google Cloud Platforms.

  • NUS Institute of Operations Research and Analytics (IORA)
    • Singapore
    • Research Services
    • 1 - 100 Employee
    • Research Assistant
      • Mar 2022 - Present

      Optimising Data Center Cooling - Data visualisation, outlier and changepoint detection on time series temperature and humidity data in data centers using Python. - Currently using finite volume solvers (FiPy) to simulate and model data center temperature based on known temperature data. Full Stack Developer for Machine Learning Quiz Platform - Built and deployed a machine learning powered quiz platform with dashboards, file upload, user management features and JWT user authentication. Developed using React (Material UI) and Express, utilising MySQL and AWS S3 for storage. - Implemented multi-arm bandit algorithms; epsilon greedy and linear upper confidence bound for question recommendation system within the quiz platform, which was then deployed as a REST API using the FastAPI framework. - Created a recommendation model interface, enabling easy collaboration and deployment of various algorithms created by researchers, and allowing concurrent sessions within the question recommender API to use different models for prediction. - Containerised and deployed the platform’s applications along with a Nginx webserver on AWS EC2 using Docker and AWS ECR. Show less

  • Global Innovation Catalyst LLC
    • United States
    • Professional Training and Coaching
    • 1 - 100 Employee
    • Intern
      • Jul 2023 - Aug 2023

      EDA on startup company data in Python EDA on startup company data in Python

  • IDEMIA
    • France
    • Software Development
    • 700 & Above Employee
    • Full Stack Intern
      • May 2022 - Aug 2022

      - Developed orchestrator application in Java using the Apache Camel framework and Spring Boot. - Wrote integration and unit tests for various applications using Testcontainers and Junit5. - Load testing using JMeter. - Bug fixing and optimising inefficient code in various applications. - Developed orchestrator application in Java using the Apache Camel framework and Spring Boot. - Wrote integration and unit tests for various applications using Testcontainers and Junit5. - Load testing using JMeter. - Bug fixing and optimising inefficient code in various applications.

  • National University of Singapore
    • Singapore
    • Higher Education
    • 700 & Above Employee
    • Game Developer
      • Feb 2022 - May 2022

      - Developed multilingual quiz game in Unity to assist with the process of assessing the cognitive capabilities of people suffering from Alzheimer’s Disease. Data is automatically logged into google spreadsheets. - Developed multilingual quiz game in Unity to assist with the process of assessing the cognitive capabilities of people suffering from Alzheimer’s Disease. Data is automatically logged into google spreadsheets.

  • DSTA
    • Singapore
    • Defense and Space Manufacturing
    • 700 & Above Employee
    • Modelling and Simulations Intern
      • Mar 2021 - Jun 2021

      - Created high fidelity simulations for Reinforcement Learning project involving 3D path-finding and computer vision in C# on the Unity Game Engine. - Trained AI Agents to optimise performance and training speed. - Created high fidelity simulations for Reinforcement Learning project involving 3D path-finding and computer vision in C# on the Unity Game Engine. - Trained AI Agents to optimise performance and training speed.

  • Singapore Army
    • Singapore
    • Armed Forces
    • 700 & Above Employee
    • Specialist
      • Jan 2019 - Nov 2020

      Awards and Certifications: - Best Trainee Award in the 01/19 Sniper Specialist Cadet Course - Best in Knowledge Award in the 01/19 Sniper Specialist Cadet Course Awards and Certifications: - Best Trainee Award in the 01/19 Sniper Specialist Cadet Course - Best in Knowledge Award in the 01/19 Sniper Specialist Cadet Course

Education

  • National University of Singapore
    Bachelor's degree, Data Science and Analytics, Computer Science
    2021 - 2025
  • Stanford University
    International Honors Program, Computer Science
    2023 - 2023
  • Hwa Chong Institution
    2013 - 2018

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