Singapore
I am passionate about analysing data and using coding to extract data-driven insights. I find joy in understanding the world through the lens of economics and honing my data analytics skills. I am proficient in Python, R, SQL, Stata and Tableau, and I have actively utilised my skills to derive solutions for real-world problems. As an individual, I am inquisitive and proactive. I am also someone who has strong critical thinking and analytical skills. I am passionate about analysing business problems, devising solutions to guide future decisions and improving workflows. In a team, I aspire to be an inspirational leader who empowers my teammates as we strive to deliver high-quality results and constantly seek avenues to improve and excel together. My motto as a leader is to empower people to become better versions of themselves as we work towards a common goal. In my spare time, I enjoy being physically active through running and volleyball, making a cup of coffee, and indulging in the meditative effects of stargazing.
● Developed machine learning model using Decision Trees and ensemble learning methods (Random Forest, AdaBoost and XGBoost) to identify high-risk IT assets in government agencies ● Established new risk scorecard of government IT assets for GovTech’s Compliance Division, which enhanced capabilities in assessing audit risks and improved efficiency of audit planning ● Designed 3 Tableau dashboards to visualise audit results and system profiles, which facilitated efficient and accurate reporting during monthly division meetings
● Collaborated with cross-functional stakeholders from Regional Marketing (Singapore), Engineering (Shenzhen), and Business Intelligence (Shanghai) to develop features for Shopee’s Campaigns Management Tool (CMT) ● Conducted post-feature release analysis for CMT Notification System by actively gathering insights on feature performance from 10 Southeast Asia and Latin America regions ● Worked with Thailand team to conduct AB testing on CMT Notification System, which saw a 99% uplift in seller participation in Thailand's BAU campaign ● Created product solutions for CMT Notification System
● Worked closely alongside Director of Studies to manage academic experience of over 500 students in Tembusu College ● Provided support to students in Tembusu College by communicating essential information and responding to queries promptly
● Established Flight Standards division’s data analytics team through contributions in 6 different projects which consolidated data to strengthen audit processes and aviation safety standards ● Automated data cleaning of over 20,000 data points using Python to facilitate accurate review of aircraft safety standards ● Developed Python web scrapping script to incorporate online data for over 5,000 aircraft into existing datasets to facilitate up-to-date and accurate surveillance of airline operators ● Designed 8 Tableau dashboards and integrated 6 different data sources of safety data, which empowered officers with comprehensive visualisation regarding safety performance