Building highly customized data platforms on cloud infrastructure. Comprising the data warehouse, ETL and ML pipelines, custom frontend applications, and integration of open-source software such as Superset, Airflow, Neo4j, etc.Developed a high-performance graph analytics pipeline in Rust, processing 700k graph traversals per batch. This pipeline constructs an in-memory graph structure and employs multiple readers for concurrent extraction of network-related features for downstream analytics.Created a Rust CLI tool to efficiently load multiple datasets into batch processing jobs, using concurrent data transfer from the data warehouse to the destination.Prototyped an experimental data access control engine which uses a custom declarative language. This engine allows asset owners to write simple "rules" which expand to manage complex data access permissions.Worked on CI/CD pipelines to improve developer experience when deploying on our Kubernetes cluster.

Lead account manager for key manufacturing firms. Responsible for structuring business transformation projects with local companies, with project scopes spanning innovation, internationalisation and productivity. Led an industry landscape study on the local aerospace sector during the peak of the COVID crisis. Data was collected through a survey and company interviews. A case was presented to executive management to augment existing support policies. Coordinated Enterprise Singapore’s contribution to the “Manufacturing 2030” strategy, which sets the direction for the next 10 years of Singapore’s manufacturing sector. This involved presenting and facilitating quarterly proposals to top management and external organisations.

Spearheaded a data project to analyse the effects of a hypothetical policy that would set aside specific public procurement contracts for SMEs only. R was used to analyse a large dataset of public procurement contracts (~800k rows). A case was presented to the CEO showing how the additional cost per annum would outweigh the benefits. Selected for a 3-month deployment to New Delhi, India, to support trade and diplomatic projects. Led an industry scan of India’s electric vehicle market to source opportunities for local manufacturing firms. Formalised operating procedures for a programme office to streamline processing and detect potential fraud cases.

Led an admin team to support Military Police K9 enforcement operations. Received the “Best Soldier of the Month” for outstanding quality of work.