Computer Science @ NTU Singapore

Ariq Koh

Year 2 undergraduate researching AI systems at NTU. I work on generative AI agents, quality-diversity optimization, and prompt engineering frameworks.

Ariq Koh
About

Background

Building intelligent systems through research

I'm a second-year Computer Science student at Nanyang Technological University, enrolled in the Turing AI Scholars Programme. My focus is on AI research, particularly in generative agents and optimization algorithms.

Currently maintaining a 4.78/5.00 CGPA while conducting research on LLM-based design agents and automatic prompt optimization frameworks.

Education

Nanyang Technological University, Singapore

B.Computing in Computer Science, Turing AI Scholars Programme

2024 - 2028 (Expected)

Victoria Junior College, Singapore

GCE A-Levels, AAA/A (88.75/90 RP)

2020 - 2021

Technical Skills

Languages
PythonCC++
ML/AI
PyTorchpyribsOpenAI API
Web
Django RESTFlaskNext.js
Experience

Research & Work

Undergraduate Researcher

NTU URECA Programme

Aug 2025 - Present

Developing a generative AI design agent combining large language models with quality-diversity optimization. Working under Prof Ong Yew Soon and David Bossens on incorporating novelty and diversity through QD search processes.

LLMsQuality-DiversityGenerative AI

Research Intern

Alibaba-NTU Global e-Sustainability CorpLab (ANGEL)

Jun 2025 - Present

Designing multi-agent frameworks using evolutionary algorithms and LLM-agents for automatic prompt optimization. Building black-box optimization systems for chatbot prompt refinement.

Multi-Agent SystemsPrompt EngineeringEvolutionary Algorithms

Leadership

Recreation & Welfare Director

NTU TAISP Club

Nov 2024 - Sep 2025

Orientation Group Leader

NTU Pioneer Halls of Residence

Jun 2025 - Jul 2025

Showcase

Interactive Demos

Deep dives into selected personal projects with live visualizations.

Contact

Get in Touch

Open to opportunities

Let's connect

I'm open to research collaborations, internship opportunities, and conversations about AI and machine learning. Feel free to reach out.

See what I'm currently working on