Hi, I'm Yan Hui.

I build useful AI and software.

Computer Science student at NUS working across models, APIs, and products people use.

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Selected work

Projects worth opening.

TokTok machine learning review classification system using DeBERTa
01 / PROJECT

TokTok

A machine learning–based system using DeBERTa to classify online reviews automatically.

PythonPyTorchHugging FacePandas
LinkedPair student matching app using OpenAI embeddings and NLP
02 / PROJECT

LinkedPair

A React Native app using natural language processing with OpenAI embeddings to match NUS students.

React NativeJavaScriptFirebaseOpenAI API
Momo task management system interface with command-line style GUI
03 / PROJECT

Momo

A task management system with a GUI optimized for command-line style interactions.

JavaJavaFXCSSGradle

Beyond the projects

Built in the real world.

From shipping AI tools in healthcare to helping other engineers build better software.

May-Aug 2026

AI & Software Engineering Intern

HMI Managed Healthcare

Improved AI-assisted claims processing and deployed a fast document-redaction API. Worked across model evaluation, data pipelines, and production software.

May-Aug 2026

Teaching Assistant

NUS · CP2106 Orbital

Advised 13 student teams on project direction and milestones, with actionable feedback to help them improve their work.

Jan-Apr 2026

Teaching Assistant

NUS · CS2103T Software Engineering

Led weekly software engineering tutorials covering architecture, design patterns, automated testing, CI/CD, and code review.

Portrait of Toh Yan Hui

The person behind the work

Curious about how things work. More interested in making them work better.

I study Computer Science at the National University of Singapore, with interests across AI and software engineering. I enjoy the whole arc of a problem: understanding it, testing ideas, and delivering something useful.

Industry work, teaching, and personal projects have taught me to pair technical depth with clear communication. My studies also include an exchange at Lund University.

Let's connect

Toolbox

Skills that connect the dots.

01

AI & machine learning

PythonPyTorchHugging Facescikit-learnNumPypandas
02

Software development

JavaTypeScriptJavaScriptSQLC / C++HTMLCSS
03

Platforms & tools

React NativeFastAPIDockerFirebasePostgreSQLMongoDBAzure

Get in touch

Have a role or an idea worth building?

I'm interested in opportunities across applied AI and software engineering. Let's talk about what you're working on.

yanhuiphone@gmail.com
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