Project Experience

FlightCast

Mar 2024 - Apr 2024

FlightCast is a mobile application aim to help travellers to predict flight status for both departure and arrival flights.

Created Android mobile application random forests classifier using Kotlin and Python.
Implemented a random forests classifier for predicting flight status based on weather conditions, increased accuracy by 20%.
Used ETL method for fetching weather and flight status data, and transforming it for training data usage.

Nov 2023 - Dec 2023

Screen Time Manager aims to combat mobile phone addiction.

Created a Screen Time Manager app using Kotlin, coroutine, and Firebase.
Implemented 40% of the app functionalities, including functionalities involving peer competition, adding friends, and notification features.

Aug 2023

Created a simulated animation of a city, which will change from day to night.

Used Three.js to draw different component of the city.
Added different logic, such as car movement, light movement to make the simulation more realistic.

Jul 2023 - Aug 2023

Sentiment Analyzer aims to analyse the relationship between subreddit post and weather.

Used ETL method to extract subreddit and weather historical data, and transform it for analyzing usage.
Used linear regression, Chi-square test, ANOVA test, polynomial regression, U test for analysis, increased 80% reliability for the analysis report.

Jun 2023 - Jul 2023

Created a pacman onlien game.

Oct 2022 - Dec 2022

Created an Android mobile app for recording party game's score.

Implemented 30% functionality of the app which included adding a score system by generating an acheivement level to the user.
Created the Android application by using Java and Android Studio.
Used Agile Methodology throughout the whole project.

Sep 2022

Created an Android mobile app for score tracking based on a board game, Lost Cities.

Used Java to design a score tracking application which calculate and track the user score.
Created the Android application by using Java and Android Studio.
Used JUnit 5 to run test code by obtaining unit test and system test.

May 2019 - Oct 2020

Created show hand computer poker game.

Used C language to design a card analyzer to analyze the pattern of a given hand for show-hand card game.
Fully implemented the game with the game logic and added a betting system.