BSc. Mathematical Science

Singapore

● Specialisation: Statistics
● Graduated with Honours with Merit

Data & AI Platform Engineer

● Designed and built scalable data pipelines to support GenAI

chatbots, leveraging on Databricks and PostgreSQL to ingest,

transform, and serve high-quality data for LLM applications.

● Enabled enterprise business functions through reliable data

delivery, and maintaining end-to-end pipeline that integrate multiple

source systems to support reporting, analytics, and AI use cases.

● Oversaw enterprise-wide data ecosystems, collaborating with

stake holders to identify valuable data assets across systems and

translate them into actionable use cas

Data Scientist

● Led R&D and development of an LLM chatbot leveraging

LangChain and Retrieval-Augmented Generation (RAG) to optimise

user efficiency in real-time conversational AI applications.

● Collaborated across teams to debug, review, and enhance machine

learning models, ensuring high-quality deliverables and alignment

with product requirements.

● Developed and maintained Python and SQL code for various data

tasks, including ETL processes to create data pipelines for

business applications, optimising data flows for the organisation.

Data Assistant Manager

● Analysed vaccination data to improve uptake rates, helping

outreach teams target low-uptake demographics more effectively by

maintaining Python and R scripts to aggregate data from multiple

sources, generating daily reports for the Prime Minister’s Office.