Kok Hon Kit's repositories
bike-store-analysis
An assignment project to analyze the bike's sales for Trek Bikes corporation. 3-pages dashboard is built with Power BI to analyze the data and identify interesting insights for data-driven recommendations.
API-dev-with-mongoose
Only for learning purpose
automate-apspace-timetable
Automate generating calendar events based on APSpace timetable
datameka-singapore-housing-price-prediction
A project initiated to participate in DataMeka Singapore Competition to predict house prices. Multiple models are developed and compared, whereas LightGBM performs the best.
disaster-tweet
A Kaggle competition project to predict disaster occurrences based on tweet posts from Twitter.
review-classification
Assignment project to analyze review text and build a machine learning model to classify reviews to 5 classes of ratings. CNN-LSTM model is developed with Word2Vec Embeddings to classify the text.
spark-process-resume
A project initiated to save time using spark to process huge amount of text records (approximately 20k instances).
techlympics-rapidinsights
A project initiated to enhance Malaysia's public transportation system with forecasted demand and appropriate responses. The model developed is Random Forest with Fourier Transformation to predict daily ridership.
energy-forecast-streamlit
Streamlit project for FYP website deployment online
forecasting-electricity-demand
FYP - Implements Machine Learning and Deep Learning to forecast the energy demand for households in London between November 2011 and February 2014
full-mint-website
Learning to build a minting website
google-advanced-data-analytics
A Google Certificate project.
house-rent-analysis-r
House rental analysis with R programming language
hvrp-aco
Tackle capacitated vehicle routing problem with ant colony optimization.
learn-opencv
A project to learn about opencv library for image processing tasks
loan-prediction
Uses sklearn to automate the loan approval based on features input.
ocr-backend
Backend source code for OCR website
ocr-client
Client source code for OCR website
OCR-Research
This repository is used to learn about Optical Character Recognition (OCR) and build a model with TensorFlow from scratch.
predictive-maintenance
A playground series competition on Kaggle to learn about binary classifications with synthetical-generated dataset
private-novel-reader
A practice Nextjs project that renders novel content
product-app
full stack MERN product app
React-Basic-Learning
For learning react
store-sales-forecasting
A small project to learn time series forecasting using hybrid models
sweetzerland_datepicker
Modern date range picker component for React using Tailwind 3 and dayjs. Alternative to Litepie Datepicker.
uni-recommendation-system
Sem 2 C++ Data Structure Assignment