Data Scientist

• May 2023 - Present

Photographer

• Dec 2018 - Present

Tembusu Ambassador

• Dec 2021 - May 2023

Undergraduate Teaching Assistant - NUS Artificial Intelligence Competency Course

• Aug 2021 - May 2023

- Trained Executive and Administrative staff to be conversant in AI, identify opportunities to apply AI in the workplace and initiate AI projects. - Implemented AI concepts and methodologies in RapidMiner Studio. - Trained Executive and Administrative staff to be conversant in AI, identify opportunities to apply AI in the workplace and initiate AI projects. - Implemented AI concepts and methodologies in RapidMiner Studio.

Risk Policy and Analytics

• Jan 2022 - Jun 2022

- Development of the Liquidity Stress Testing Engine (using Python) in line with the Principles for Financial Market Infrastructures (PFMI). - Automated daily and monthly monitoring of liquidity stresses at different CCP levels. - Performed regular ad-hoc studies regarding Expected Shortfalls of financial institutions under multiple stress scenarios via data visualisation. - Development of the Liquidity Stress Testing Engine (using Python) in line with the Principles for Financial Market Infrastructures (PFMI). - Automated daily and monthly monitoring of liquidity stresses at different CCP levels. - Performed regular ad-hoc studies regarding Expected Shortfalls of financial institutions under multiple stress scenarios via data visualisation.

Workshops Committee

• Aug 2021 - Apr 2022

- Conducted a Natural Language Processing (NLP) workshop for 20 students.- Conducted a Data Visualisation (Python and Tableau) workshop for 70 students. - Participated in a Deep Learning Study Group which introduced participants to concepts such as Deep Computer Vision, Deep Generative Modelling, Deep Reinforcement Learning and Evidential Deep Learning.

Publicity Committee

• Aug 2021 - Apr 2022

- Designed and published publicity materials for the society relating to events.

House Captain

• Jan 2021 - Aug 2021

- Leading and managing a team of 12 in planning and executing weekly events for 120 people in Tembusu College.- Set and actualised the vision for the house, strengthening the house culture of inclusivity and vibrancy.

House Vice-Captain

• Aug 2019 - Jan 2021

Vice-Captain, Shan House Committee- Led a team of 29 to organise Seniors' Farewell event- Organised various weekly activities for the House (130 people)

Financing Ecosystem Intern

• May 2020 - Jul 2020

Financing Ecosystem Department - Conducted extensive research for the Data Working Group, Leverage Ratio Study and Trade Finance Workstream, consolidating case studies of trade finance systems from prominent global markets. - Extracted data for the SGX Review Workstream relating to key market performance indicators such as valuations, PE ratios, market capitalisation and liquidity of competing markets. - Conducted research on the outlook of Sustainable Financing juxtaposed against the COVID-19 pandemic. Show less

Photographer

• Jan 2019 - Apr 2019

- Full time photographer for Shangri-La Singapore. - Produced photographs for marketing collaterals. - Provided photography coverage for corporate events. - Full time photographer for Shangri-La Singapore. - Produced photographs for marketing collaterals. - Provided photography coverage for corporate events.

Pioneer Section Commander

• Jan 2017 - Nov 2018

3rd Battalion Singapore Infantry Regiment, Pioneer Section Commander, Battalion & Company Media Team. Clinched the Master Pioneer Award during an overseas exercise. 3rd Battalion Singapore Infantry Regiment, Pioneer Section Commander, Battalion & Company Media Team. Clinched the Master Pioneer Award during an overseas exercise.