👩💻 Check out My Projects
Exploring Classifiers in Predicting RainTomorrow Variable
Project involved pre-processing a dataset contained meteorological observations, exploring Decision Tree, Naive Bayes, Bagging, Boosting,Random Forest and Artificial Neural Network models, analysing and improving the best model.
Project involved pre-processing a dataset contained meteorological observations, exploring Decision Tree, Naive Bayes, Bagging, Boosting,Random Forest and Artificial Neural Network models, analysing and improving the best model.
Big Data Migration and Streaming Application for StopFire Campaign
Project involved Exploratory Data Analysis (EDA), data migration to NoSQL Database, and creating a complete setup from streaming to storing and analysing the data.
Project involved Exploratory Data Analysis (EDA), data migration to NoSQL Database, and creating a complete setup from streaming to storing and analysing the data.
Users Profiling using k-Means Clustering
Project involved Exploratory Data Analysis (EDA) and segmentation, data pivotting, and data visualisation on a dating app (Lovoo)'s users data.
Project involved Exploratory Data Analysis (EDA) and segmentation, data pivotting, and data visualisation on a dating app (Lovoo)'s users data.
Data Warehouse System for Food Business
Project involved exploring the operational database (creating E/R diagram and database cleaning), designing and implementing the data warehouse system, and creating business intelligence (BI) reports. Project is done in a group of 3.
Project involved exploring the operational database (creating E/R diagram and database cleaning), designing and implementing the data warehouse system, and creating business intelligence (BI) reports. Project is done in a group of 3.
Analysing Crime Statistics in Australia
Project involved exploring, auditing, analysing, and visualising Crime Statistics dataset contained all offences against the person and property that were reported to police between 2014 to 2019 in South Australian suburbs.
Project involved exploring, auditing, analysing, and visualising Crime Statistics dataset contained all offences against the person and property that were reported to police between 2014 to 2019 in South Australian suburbs.
Analysing Online Community
Project involved Exploratory Data Analysis (EDA) on online community based on Linguistic Inquiry and Word Count (LIWC) data in 2002-2011 including time series analysis, hypothesis testing, and network graph.
Project involved Exploratory Data Analysis (EDA) on online community based on Linguistic Inquiry and Word Count (LIWC) data in 2002-2011 including time series analysis, hypothesis testing, and network graph.
Algorithms and Data Structures
Projects involved coding of algorithms and data stuctures such as Z-Algorithm, Priority Queue, and Huffman Encoding.
Code files are saved for future reference.
Projects involved coding of algorithms and data stuctures such as Z-Algorithm, Priority Queue, and Huffman Encoding.
Code files are saved for future reference.
Tableau Data Visualisation
Project involved exploratory data analysis (EDA), data visualisation with Tableau for general public to have a glimpse on suicides rates and trends before the pandemic. Beside the pandemic other aspects are also evaluated if they correlate with suicides number.
Project involved exploratory data analysis (EDA), data visualisation with Tableau for general public to have a glimpse on suicides rates and trends before the pandemic. Beside the pandemic other aspects are also evaluated if they correlate with suicides number.
Mondelēz LOKAL Website Prototype
Project involved developing a website prototype on Figma.
Project is done in a team of 4 and is involed in Country Championship of Malaysia and Singapore Market for Mondelēz Leading Edge Business Challenge.
Project involved developing a website prototype on Figma.
Project is done in a team of 4 and is involed in Country Championship of Malaysia and Singapore Market for Mondelēz Leading Edge Business Challenge.
AIESEC in Sunway, oGV 20.21 Sugar Cube
Project involved developing a website to mainly keep appreciation messages and memories. Creating the project from scratch as the part of self-learning on HTML/CSS.
Some images and pages have been deleted due to privacy.
Project involved developing a website to mainly keep appreciation messages and memories. Creating the project from scratch as the part of self-learning on HTML/CSS.
Some images and pages have been deleted due to privacy.
Personal Website
Project involved developing a website for personal portfolio as part of self-learning on Bulma CSS.
Project involved developing a website for personal portfolio as part of self-learning on Bulma CSS.
Vega-Lite Data Visualisation
Project involved extract-transform-load (ETL) and exploratory data analysis (EDA) of multiple datasets, and data visualisation with Vega-Lite for general public, who have interest in Starbucks, to know more about their favorite brand.
Project involved extract-transform-load (ETL) and exploratory data analysis (EDA) of multiple datasets, and data visualisation with Vega-Lite for general public, who have interest in Starbucks, to know more about their favorite brand.