Project Manager Machine Learning

Jacky Chuk Han Lee

Software Engineer Student

Phone: 647-***-**** Email: ************.***@************.***

GitHub: https://github.com/Jacky-Lee113 LinkedIn: linkedin.com/in/jacky-chuk-han-lee-9a9680233

Skills:

Docker, GitHub, Ruby On Rails, MySQL, C++, HTML, CSS, JavaScript, Bootstrap, Prompt Engineering, and Cantonese.

Projects:

Capstone Project Manager: Vehicle and People Identification from Drone Footage using Machine Learning

09/2023-05/2024

• Project Manager for a team of 4 Software Engineering students. Delivered oral scheduling reports to the faculty

advisor, ensuring developers met deadlines, and general overview of the project progress, providing expertise where

needed.

• Managed all infrastructure design, procurement, installation, deployment, and maintenance of all CMS-related

packages using Docker and GitHub.

• Integrated machine learning and AI to accurately identify vehicles and pedestrians from drone footage, inputting data

retrieved into a MongoDB database.

• Implemented ChatGPT4 API and utilized prompt engineering to translate users' natural language to computer code

language to search databases.

• Created a modern, dynamic and interactive landing page utilizing ExpressJS and NodeJS, as well as the upload

pages for users to upload their drone footage with direct integration with MongoDB backend.

• Conducted on-site testing and implemented changes as needed per the evaluation reports.

Computer Security Project: Utilizing the Random Forrest Algorithm to Detect Anomalous Network Activity

01/2024-05/2024

• Established a controller Virtual Machine (VM) running RYU to simulate a Software Defined Network environment

and Mininet VM to simulate a closed network architecture within VirtualBox.

• Simulated DDOS attack within the environment using hping3 command and used Telegraf to monitor Random

Forrest (machine learning) algorithm performance and to verify the efficiency of implementation.

Front and Backend Developer, Vehicle Management Website

https://github.com/rfdavid/data-management-project 09/2022-11/2022

• Led a team of 4 students to design and develop a frontend website and backend database for tracking clients'

autonomous delivery vehicles.

• Self-educated Ruby on Rails, MySQL, and Bootstrap within 2 weeks and developed front page and site elements for

seamless user experience.

• Trained with Docker and GitHub within 2 weeks for efficient collaboration and code deployment across various

systems.

Experience:

Engineering Outreach Senior Instructor (AI)

Ontario Tech University Oshawa, Ontario 02/2024-05/2024

• Generated and revised learning materials to fit the topic of introduction to Generative AI.

• Updated and revised existing learning materials from “Thriving in the Age of AI” from Ontario Tech University to

smoothly incorporate the Generative AI learning materials.

• Training team members on Modules, new features, and troubleshooting as needed.

Mechanic

MIDAS 09/2018-05/2019

• Anticipated customer needs and provided high-quality service while upholding brand standards and values to ensure

customer satisfaction.

• Accessed vehicles or machinery vigilantly to ensure accuracy and safety in diagnosing and repairing issues, repairing

2-8 cars within a 4-hour time frame, increasing productivity by 30%.

Education:

Bachelor’s in engineering: Software engineering, Ontario Tech University

Additional Achievements:

Microsoft Certified: Azure AI Fundamentals August 11, 2023

Contact this candidate