• Developed a web application using Django to automate current manual process of uploading files into server• Created a Data Validator tool in Python that provides a report of the various automatic validation checks conducted on any PySpark dataset and their outcome• Developed an in-house Data Profiler tool that provides an overview of all numerical and text columns of a PySpark dataset as a PDF to speed up the data exploration stage for new datasets• Utilised Selenium as a web… Show more • Developed a web application using Django to automate current manual process of uploading files into server• Created a Data Validator tool in Python that provides a report of the various automatic validation checks conducted on any PySpark dataset and their outcome• Developed an in-house Data Profiler tool that provides an overview of all numerical and text columns of a PySpark dataset as a PDF to speed up the data exploration stage for new datasets• Utilised Selenium as a web scrapping tool to tag websites to their service providers and filter out piracy websites • Migrated 2 data engineering workflows in Pentaho Spoon to PySpark to reduce dependency on external tools Show less

The AWS Early Careers Innovation Program (ECIP) is a cohort-based program for tertiary education students interested in learning more about cloud computing and careers at Amazon Web Services.This 4-week online, interactive developmental program incorporates a mix of skill-based workshops, webinars and fireside chats to help students explore the possible career paths within AWS and in the cloud industry. Students will also work in teams on a case competition based on a mock customer… Show more The AWS Early Careers Innovation Program (ECIP) is a cohort-based program for tertiary education students interested in learning more about cloud computing and careers at Amazon Web Services.This 4-week online, interactive developmental program incorporates a mix of skill-based workshops, webinars and fireside chats to help students explore the possible career paths within AWS and in the cloud industry. Students will also work in teams on a case competition based on a mock customer scenario. Show less

• Studied the performance of 3 machine learning pipeline stage-specific and 3 end-to-end autoML python tools across 5 open source datasets • Developed an in-house end-to-end autoML tool to generate an optimised tree-based model (Catboost/LightGBM/XGBoost) for any supervised learning dataset, complete with a User and Developer guide

Military Policeman Specialist at Changi Airbase (West) Honour Graduate (Silver Bayonet) | Specialist Cadet School