Products & possibilities

Lim Lik Kai Edison

Computer Science Student
View my work

About

I’m a computer science student with a background in information technology, software automation, and UX/UI design. I enjoy turning practical problems into useful tools, from Python attendance systems to web scraping and AI-powered automation. I’m currently studying computer science with a minor in business and am interested in software engineering, design, and martial arts.

Selected projects

TP Karate Attendance

ProblemTP Karate needed a way to prepare properly formatted training attendance sheets and track attendance statistics.
RoleDeveloped a Python program that accepts member and venue CSV files and generates attendance sheets and statistics.
ResultCreated attendance sheets containing training locations, dates, instructors, and attendants, with statistics for different training-day combinations.
  • Python

Conversational E-Commerce Search Challenge

ProblemThe challenge required an AI shopping agent to identify a customer's hidden target product through useful follow-up questions.
RoleWorked on a Python repository for the TechJam conversational e-commerce search challenge.
ResultBuilt around the provided product catalog, labeled sessions, starter agent, and local evaluator.
  • Python
  • AI

Windows Audit Report

ProblemA Windows security audit needed to be presented in an HTML report.
RoleCreated an HTML repository for a Windows security audit report.
ResultProduced an HTML-based audit report.
  • HTML

Experience

ME4 C4 Expert

The Digital and Intelligence Service

Dec 2024 - Present

  • Created web scraping Python scripts and AI-powered automation tools for data extraction, entry, filtering, and analysis.
  • Completed Military Domain Experts Course Phase 1.
  • Received the SAF Academic Scholarship (Open).

UXUI Designer Intern

Government Technology Agency of Singapore (GovTech Singapore)

Apr. 2023 - Apr. 2024

  • Designed booth posters, websites, EDMs, and webpages.
  • Conducted a design system audit.
  • Designed a refreshed webpage for an existing product.

Toolkit

Languages

  • Python
  • SQL (MySQL)
  • JavaScript
  • HTML/CSS

Frameworks & application development

  • React
  • MEAN Stack
  • Node.js
  • Material-UI
  • Flutter
  • Dart

Cloud & developer tools

  • Git
  • AWS Lambda
  • AWS S3 Bucket
  • AWS Amplify
  • VS Code
  • Jenkins

Libraries

  • pandas
  • NumPy
  • Matplotlib