I’m a Data Science & AI graduate from NTU Singapore with experience across data engineering, ML systems and scalable products. I enjoy bridging research with practical outcomes, and designing solutions that are simple and useful.
Tools of the Trade
Data / AI
I design intelligent systems combining machine learning, automated data pipelines, and responsible AI. My work includes PySpark + Airflow data pipelines at Hyundai, ETL automation and RPA at Infineon, and research on conversational recommenders (PRICAI 2025 Accepted), value-aligned LLMs (NeurIPS 2025 submission), and some Kaggle Competitions.
Web/Mobile dev
I build full-stack web and mobile apps that integrate APIs, databases, and responsive UIs. Examples include Flask APIs for Hadoop data retrieval, a React–Flask–SQL chatbot at Infineon, a React Native + Node.js + MongoDB app under Credit Suisse mentorship, and NTU Student Union portals modernized with ReactJS and Django.
CI/CD & Automation
I specialize in automating data workflows and deployment pipelines. At Infineon, I built Jenkins-based ETL automation and a UiPath + Python RPA solutions. At Hyundai, I engineered PySpark + Airflow + Bash Script pipelines to synchronize enterprise data across multiple databases.
UI/UX
I love to craft intuitive digital experiences by blending design and engineering. As NTUSU IT Committee Vice-Chairperson, I led Figma prototyping and redesigned portals. I also designed app interfaces under Credit Suisse mentorship and built visual dashboards with Tableau. I have also built multiple Figma based designs for websites and mobile apps for academic projects.
Experience
Data Platform Intern
Hyundai Motor Group Innovation Centre Singapore
- Engineered and optimized scalable data migration pipelines from Relational DBMS (PostgreSQL and Tibero) to Hadoop Data Lake using Python, PySpark, Apache Airflow, and Bash scripting
- Developed RESTful APIs using Flask and PySpark to enable dynamic data retrieval and filtering from Hadoop Data Lake across multiple data formats
- Designed and implemented a dynamic data synchronization pipeline integrating multiple database systems to PostgreSQL using PySpark, ensuring data consistency and reliability
- Created technical documentation for data pipelines
Software Development (Data Application) Intern
Infineon Technologies
- Collaborated closely with stakeholders and product engineers to identify data challenges and translate business requirements into robust data engineering solutions, resulting in enhanced Tableau dashboards and optimized data pipelines with new feature integrations
- Developed Python scripts to automate extraction, transformation, and loading (ETL) process for production yield records into a SQL database using Jenkins, meeting stakeholder specifications, and creating an automated email notification system based on the data
- Spearheaded development of a centralized Robotic Process Automation (RPA) solution from scratch utilizing UiPath and Python, resulting in an 90% reduction in human intervention across four critical software tools
- Designed and implemented a Confluence-based chatbot using React, Flask, and SQL, significantly reducing time spent searching for and navigating through various software tools
- Presented technical projects and dashboards to cross-functional teams, translating complex data workflows into business impact
Education
Nanyang Technological University, Singapore
Bachelor of Computing, Data Science and Artificial Intelligence (Honors with Distinction)
- Vice chairperson, NTU Student Union IT Committee (Aug 2022 - Aug 2024)
- Hon Gen Secretary, NTU Women In Tech (Aug 2022 - Aug 2023)
Projects
AI Agent Core
Building a comprehensive customer support agent using Amazon BedRock AgentCore with advanced AI capabilities.
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GraphRAG CRS
Context-aware conversational recommendation system with knowledge-grounded prompt learning and graph-based retrieval.
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Life Expectancy DataViz
Interactive data visualization exploring global life expectancy trends and patterns across different regions.
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MindFul App
Mobile application addressing unconscious bias through thoughtful design and user-centered approach.
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RoundUp Finance App
UI/UX design for a financial tracking app that helps users save money through innovative round-up features.
View design
Portfolio Website
Personal portfolio website built with Quarto, featuring responsive design, modern aesthetics, and dynamic interactions.
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