Isaac Cheng's Projects
An implementation of the A* search algorithm to solve the 8-puzzle problem, with two different heuristics.
An implementation of ant colony optimisation and various experiments.
An implementation of Boruvka's algorithm to find a minimum spanning tree in a graph.
A desktop application to manage brewing processes for Barnaby's Brewhouse. Developed with Qt.
A web application to split bills and track shared expenses in a group, with a transaction minimisation algorithm. Developed with Node and React.
An implementation of k-means clustering to recognise handwritten digits.
My GitHub profile bio.
A desktop application to simulate lift control with a custom algorithm optimised to reduce distance travelled by the lift by 82.5%. Developed with Qt.
A final year project for the University of Exeter, using machine learning to study patterns in millions of chess games (~350 GB). Ranked 1st in the cohort for undergraduate projects (85%).
A billing system for a mass transit system with a network of stations, each belonging to a pricing zone.
A microservice for detecting music tracks from audio input, akin to Shazam.
A simulation of a queuing system for a Post Office branch.
A random number generator based on an input of numbers and their associated probabilities.
A smart alarm clock presented in a basic web interface.
Forecasting prices using stock market index data with ridge, LASSO, and polynomial regression.
A social media platform for university students with a social feed, quizzes, and achievements. Developed with Flask.
A desktop application developed in Python with PyQt5 to help students organise their work in a student planner consisting of an agenda and a timetable.
A cross-platform desktop application for monitoring and managing your investments from different brokers, with real-time market data integration from Yahoo Finance. Developed with Qt.
A web application for planning your journeys with a travel companion to analyse routes based on fuel costs and environmental impact. Developed with Flask.
An implementation of a decision tree classifier to predict the most present age in each urban area in the data set.
A CLI tool to process customer orders of COVID-19 vaccines for a shipping company. Developed with C++11.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent