1) Streamlined finance processes by advancing and deploying automation scripts for the following:- Routing and certification of e-invoices from vendors and statutory boards- User access rights automation for the financial system (NFS@Gov)- Flagging exceptions in Grab trips taken by Ministry of National Development (MND) officers2) Developed Python Scripts to perform Exploratory Data Analysis (EDA) on financial datasets and further streamline automation processes.3) Led the migration of automation scripts from local repositories to a centralised cloud platform for the finance department.

1) Developed scripts to automate payment processes in the financial system (NFS@Gov).2) Showcased a proof of concept for automation with an estimated 298 man-hours of time savings.3) Created and presented the key outcomes detailing the efficiency and cost-benefits of the proposed automation solutions to senior management.

1) Maintained computer vision and machine learning code.2) Interpreted imagery from satellites, remotely piloted vehicles, and other sources.

1) Streamlined and automated transshipment operations.2) Achieved forecasted annual cost savings of S$18,466 (125 man-days) through RPA solutions.