Hi there, I'm...

Grant Lee

I'm

a software engineer.

an aspiring entrepreneur.

(sometimes) a musician.

I enjoy working towards a goal and being motivated by the creative process along the way. I excel in collaborative settings, and always find it rewarding to be able to contribute to a project, or even to begin one!

I attained my bachelor's degree at...

Bachelor of Computing in Computer Science

with Honours (Distinction)

aka. Second Class (Upper) Honours

Academic awards received:

• Certificate of Merit in Software Engineering Focus Area

• Dean's List (Academic Year 2021/2022, Semester 1)

My specialisations are...

Software Engineering

(Hover over me!)

Undergraduate courses taken:

• CS4218 - Software Testing

• CS3219 - Software Principles and Patterns

• CS3203 - Software Engineering Project

• CP2106 - Orbital Programme

• Senior Advisor (TA) for Orbital Programme

Artificial Intelligence

(Hover over me too!)

Undergraduate courses taken:

• CS4248 - Natural Language Processing

• CS4243 - Computer Vision

• CS3244 - Machine Learning

• CS3243 - Introduction to Artificial Intelligence

Here's some of my current and previous work...
Flip through 'em to check out what I've been up to!
Web Development
PlanNUS
A timetabling tool for NUS students
PlanNUS is a web application that is designed for NUS students to generate their most optimal timetables based on their scheduling priorities. It is intended to be an academic schedule planning tool as well as a timetable management platform. Instead of requiring manual input from students like NUSMods does, a robust set of backend algorithms generates the most optimal timetables that adhere to the student's "everyday habits".
Tech stack:
ReactJS
Firebase
NodeJS
Try it out!View Repo on GitHub Read Documentation
Android App Development
AutoSchedule
Essentially... PlanNUS v0.1
An Android app that recommends academic timetables for NUS students, based on their daily habits. The app first considers the user’s priorities regarding their scheduling preferences, and then proceeds to find the most optimal timetables which satisfy these priorities. This app was developed as part of the Orbital 2019 programme organised by NUS. It has since evolved into the PlanNUS project.
Tech stack:
Android
Java
Firebase
Try it out!View Repo on GitHub
Machine Learning
Predicting Future Prices of Resale Flats in Singapore
Investigating ML models for housing price predictions
An analytical study investigating the best machine learning models for predicting HDB resale prices. This project was done as part of the NUS CS3244 (Machine Learning) course.
Tech stack:
Python
Scikit-Learn
TensorFlow
Pandas
View Repo on GitHub Read Documentation
Natural Language Processing
Notion of Twitter Emotion
Analysis of emotional sentiment in tweets
An NLP program to extract emotional sentiment from topical tweets. This mini-research project was done as part of the NUS CS4248 (Natural Language Processing) course.
Tech stack:
Python
NLTK
NRCLex
Scikit-Learn
TensorFlow
Pandas
View Repo on GitHub Read Documentation

Feb 2018 - May 2018

Market Research Intern

ST Engineering

• Conducted market and technology research for smart parking solution and congestion control projects

• Wrote Python scripts for use in smart parking solution

• Involved in regular evaluations of smart parking solution and development process

Python

May 2020 - Jul 2020

Software Engineer Intern

ST Engineering

• Performed DevOps and testing roles for AOCS (Advanced Operations Centre Solution) framework

• Utilising virtualisation platforms to create and manage virtual machines for testing, staging, integration environments

• Research and development of configuration management capabilities using Ansible

• Web application development using AngularJS, NodeJS and REST APIs

AngularJS

NodeJS

REST APIs

May 2020 - Aug 2020

Advisor for NUS Orbital Programme

National University of Singapore (School of Computing)

• In charge of overseeing the software development process for 5 teams of freshmen as their project manager

• Provided frequent feedback and evaluation for their projects

• Performed code review where necessary

• Provided guidance and learning resources suitable for beginner developers

May 2021 - Jul 2021

Software Engineer Intern

Gametize

• Engaged in a client-facing role, developing a progressive web app (PWA) for a client company's staff training programme

• Completed implementation of the interactive, visual novel-style mobile web app using Phaser library

• Developed new features for internal SaaS gamification platform, based on Apache Struts, ReactJS and MySQL

Apache Struts

ReactJS

MySQL

Phaser

PWA

May 2021 - Aug 2021

Senior Advisor for NUS Orbital Programme

National University of Singapore (School of Computing)

• Served as project manager for 15 teams

• Provided beginner developers with guidance on development plan, workflow tools, documentation and implementation for their software development projects

• Provided frequent feedback and evaluation for their projects

• Performed code review where necessary

Jan 2022 - Today

Software Engineer

Gametize

• Develop secure and robust product features

• Analyse user's requirements and apply user centric design into product development

• Upgrade product architecture to handle future usage

• Integrate external services to extend the usefulness of platform

• Troubleshoot technical issues

• Provide technical support

• Manage technical projects