• Set up an integrated database using VBA that automates routine processes including sending emails, data extraction and data visualization• Developed a web mining tool that automatically accesses an online directory and extracts data from over 10,000 companies for data analysis and visualization• Developed a tender procurement simulation tool which allows existing policies and frameworks to be reviewed and fine tuned• Developed a matching tool that links hundreds of tenders between multiple databases through several matching algorithms

• Generated Equipment Efficiency reports through dashboards using Tableau for data analysis and visualization• Assisted in improving equipment utilization, reducing detractors and providing the right focus for potential improvements to 4M (Man, Machine, Method and Material)• Directed and produced a safety training video on managing Automated Guidance Vehicles during handler equipment movement

• Oversaw and led projects undertaken by the choir• Handled the administrative needs of the choir• Looked over the welfare of the members• Led the choir to win and clinch the title of “Choir of the World” at a prestigious choral competition in Wales (2018)

• Planned and executed programmes for a 3 Days and 2 Nights camp involving around 200 participants• Ensured overall safety and smooth flow of events• Led a team of sub-committee members in the entirety of the camp

• Conducted market research on the current financial landscape• Understudied financial agents as they perform financial analysis and formulate strategic recommendations for their clients• Conducted door to door surveys with residents to obtain leads for financial agents• Planned and executed quarterly office team-bonding events

• Writer, photographer and designer for the Air Force News magazine• Published articles bimonthly• Interviewed people across all ranks and appointments, including generals, during events coverage• Provided media coverage for a large-scale multinational exercise in Alaska• Managed entire logistics of Air Force News• Tabulated surveys comprising hundreds of responses through Microsoft Excel

• Directed games for National Day project with Rivervale Grove Constituency• Led as the assistant leader for house renovation projects with MacPherson Constituency• Guided and mentored the new batch of volunteers as an orientation facilitator• Clocked in over 200 hours of community service

• Facilitated discussions and brainstorming of innovative ideas to engage the public• Led in the construction of game booths and mascot costume • Earned over $200 in profits from coupon sales for the class

• Upheld musical excellence and discipline within the section and the choir• Took initiative to spend extra time coaching members who required further vocal training• Assisted the choir in attaining two Gold awards at an international choir competition

• Perform administrative duties such as data entry and checking• Review and handled cheques and receipts

• Ensured good conduct and discipline among the student body• Line of communication between the students and teachers