hewliyang data science @ NUS

Education

National University of Singapore

2020 - 2024
BSc (Hons.) Data Science & Analytics with a minor in Computer Science

Skills

PythonJavaScriptTypeScriptSvelte/SvelteKitJavaRKubernetesHelmSQLStreamlitTorch/JAXTransformersFastAPIGitDockerLaTeXGitHub Actions

Work Experience

NCS Group

Jan 2024 - Present

Undergraduate Researcher

Researching the optimization of energy use in a water chilled data center

Potion

Jan 2024 - Present

Undergraduate Researcher

Researching automated evaluations for text-to-speech (TTS) models

GIC

June 2023 - Dec 2023

Machine Learning Engineer Intern

Building & deploying LLM-driven full stack applications across the organization. Maintaining a internal Python package for LLM orchestration including CI/CD & unit testing.

Infineon

May 2023 - June 2023

Data Science Intern

Data cleaning, OCR & training BERT-style models for text classification

National University of Singapore (NUS)

Aug 2022 - May 2023

Teaching Assistant

Prepare model answers to tutorials in LaTeX for ST1131 (Introduction to Statistical Computing)