Software Engineer (Offline Data Marketplace)

• May 2023 - Aug 2023

• Created and automated ETL pipelines for manipulation and delivery of client data. • Optimized query performance to reduce pipeline runtimes by 5x. • Proposed and implemented idea of dynamic task mapping to automate report generation workflow, which was adopted by team. • Technologies: Python, SQL, Apache Airflow, Cloud Data Fusion, BigQuery, Terraform • Created and automated ETL pipelines for manipulation and delivery of client data. • Optimized query performance to reduce pipeline runtimes by 5x. • Proposed and implemented idea of dynamic task mapping to automate report generation workflow, which was adopted by team. • Technologies: Python, SQL, Apache Airflow, Cloud Data Fusion, BigQuery, Terraform

Smart Contract Developer

• Aug 2020 - Jul 2023

• Created Club Token for distribution among over 150 club members. • Designed multiple ERC721 NFTs for secure transactions between club members. • Developed Smart Contract using Solidity to set up a marketplace for club members to mint, spend and trade their tokens. • Created Club Token for distribution among over 150 club members. • Designed multiple ERC721 NFTs for secure transactions between club members. • Developed Smart Contract using Solidity to set up a marketplace for club members to mint, spend and trade their tokens.

Product Manager

• May 2022 - Aug 2022

• Initiated over 10 data-related projects as sole aggregator of User Data for over 350 million monthly visitors. • Oversaw integration of 3 different user portals to build pipeline for User Data usage by downstream dependencies. • Conducted evaluative testing of over 150 User Tags to ensure data quality and consistency. • Technologies: Jira, Confluence etc. • Initiated over 10 data-related projects as sole aggregator of User Data for over 350 million monthly visitors. • Oversaw integration of 3 different user portals to build pipeline for User Data usage by downstream dependencies. • Conducted evaluative testing of over 150 User Tags to ensure data quality and consistency. • Technologies: Jira, Confluence etc.

AWS Early Careers Innovation Program

• May 2022 - Jun 2022

The AWS Early Careers Innovation Program (ECIP) is a cohort-based program for tertiary education students interested in learning more about cloud computing and careers at Amazon Web Services. The AWS Early Careers Innovation Program (ECIP) is a cohort-based program for tertiary education students interested in learning more about cloud computing and careers at Amazon Web Services.

Backend Engineer (Core Banking)

• Feb 2022 - Apr 2022

• Build REST APIs for the core of the system handling over 2 billion dollars annually. (Laravel) • Coordinate with co-developers and project managers and serve as liaison between development staff and project managers. • Spearhead completion of in-house testing tool which saves 5h/week per QA. • Work in an agile scrum environment. (Jira, Git and Postman) • Develop, record, and maintain cutting edge web-based Backend application. • Build REST APIs for the core of the system handling over 2 billion dollars annually. (Laravel) • Coordinate with co-developers and project managers and serve as liaison between development staff and project managers. • Spearhead completion of in-house testing tool which saves 5h/week per QA. • Work in an agile scrum environment. (Jira, Git and Postman) • Develop, record, and maintain cutting edge web-based Backend application.

Data Fusion and Analytics

• Dec 2021 - Jan 2022

• Evaluated Entity Resolution algorithms based on specific use cases. • Developed tools to fuse multivariate data from different sources for insight and decision making. • Created analytics and visualization tools on application specific platforms. (Python) • Performed Data Analysis on both structured and unstructured data. (Numpy, Pandas, Matplotlib, Seaborn) • Evaluated Entity Resolution algorithms based on specific use cases. • Developed tools to fuse multivariate data from different sources for insight and decision making. • Created analytics and visualization tools on application specific platforms. (Python) • Performed Data Analysis on both structured and unstructured data. (Numpy, Pandas, Matplotlib, Seaborn)

Platoon Instructor (Officer Cadet School, Foxtrot Wing)

• Feb 2020 - Aug 2020

• Trained over 100 Officer Cadets and oversaw transition from Officers-to-be to Officers. • Supported Wing Commander to ensure all aspects of training are properly administered. • Inculcated values and knowledge to future leaders of the Singapore Army.

Deputy Manpower Officer

• Mar 2019 - Feb 2020

• Served alongside the Manpower Officer, with roughly 20 men under my direct charge in my branch and over 500 personnel under our purview. • Entrusted to oversee and manage all Human Resource aspects of these personnel as well as manage the members in my branch

Substitute Teacher

• Feb 2018 - Mar 2018