Here are some of the invaluable experiences I've gained through internships, work and beyond.

Data Analytics · Singapore Civil Defence Force

Feb 2019 - Jan 2021

Leveraged an emergency vehicle placement machine learning application to recommend effective placement of 8 fire bases and 35 ambulances over a 13-year period. Led a cross-functional team of 4 in utilising Tableau and TensorFlow to uncover trends in false fire alarm reports. Devised a recommendation engine detecting 43 anomalies in call centre system triaging processes. Executed exploratory data analysis for 12 projects across 6 departments, enabling data-driven decision-making to improve operational efficiency.

PythonPandasRTableauData AnalyticsDynamic Resource Optimiser

Data Management · Ministry of Manpower

Feb 2021 - Jul 2021

Developed data architecture models, PostgreSQL data pipelines and Power BI dashboards to enable manpower analysis. Published an organisation-wide SharePoint portal to effectively communicate data governance policies.

SQLER StudioPower BISSMSData Visualisation

Software Engineering Intern · Quantum Inventions

May 2023 - Aug 2023

Designed and built a web application using React and Ruby on Rails to feature company optimisation models, using Postman and Selenium to create comprehensive test suites. Created and deployed a tailored map solution with OpenLayers and React to effectively communicate model outputs, enhancing the interactive experience for potential clients.

ReactRubyRuby on RailsSoftware TestingWeb Development

Programming Head · Victoria Robotics-Makers Club

Jun 2017 - May 2018

Organised and conducted training sessions on programming in Python and C, preparing club members to participate in various robotics and programming competitions. Played a pivotal role in planning and executing an annual club orientation camp, showcasing quick-thinking skills by improvising and implementing backup activities.

PythonVEX Robotics