I am currently an undergraduate majoring in Business Analytics at the National University of Singapore.
I have a passion for creating websites and scripts that are intuitive to use and easy to manage
Languages
Python
Java
Javascript
HTML
CSS
Rstudio
Databases
MongoDB
MySQL
PostgreSQL
Technologies
GCP
AWS
Git
GitHub
Docker
Tableau
Power BI
Figma
AdobeXD
Firebase
Frameworks
ReactJS
NodeJS
Vue
Designed and implemented various Natural Language Processing tools such as sentiment analysis and text summarization with the aim to increase the productivity of MHA researchers.
Tech Stack:
Python
Jellybeans aims to provide an easier development process when working with various data structures in python. Visualisations are provided for sorting algortihms.
Tech Stack:
Python
Co-developed a desktop tool used to automatically sync Luminus / Canvas (School Online learning system) files onto your local storage.
Tech Stack:
Golang
A one stop platform for patients to book online consultations with doctors and collect their medicine without stepping into the physical clinic. Online consultations will be conducted via 3rd party platforms such as Zoom or Skype.
Tech Stack:
Vue
Firebase
Figma
A dashboard that provides realtime information about the current covid situation in Singapore. Information includes the number of new daily cases recorded, the breakdown of active cases and graphical translation of data for better analysis.
Tech Stack:
Python
Given an image dataset, I created 3 different kinds of CNN models and evaluated their performance on the validation set based on its AUC score, training and validation losses.
Tech Stack:
Python
Given a dataset with over 30 characteristics of tumors in women, my group and I were tasked with finding out the most statistically useful characteristics, and with this, predict if a women has breast cancer. This prediction was done using 3 different machine learning models, namely Support Vector Machine, Random Forest and logistic regression.
Tech Stack:
Rstudio
Given a dataset about the flight times and sources of delays between two airline companies, my group and I were tasked with analysing these data and providing recommendations to improve the performance of one of these comapnies.
Tech Stack:
Tableau