Research

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Measuring What Matters: A Framework for Evaluating Safety Risks in Real-World LLM Applications

Jia Yi Goh*, Shaun Khoo*, Nyx Iskandar*, Gabriel Chua, Leanne Tan, Jessica Foo

A practical framework for evaluating application-level safety in LLM systems, validated through real-world deployment across multiple use cases.

ICML 2025 TAIG Workshop (Oral)

Online Trust and Safety: Tools to Combat the Weaponization of the Internet

Jia Yi Goh, Shaun Khoo, Nyx Iskandar, Gabriel Chua, Leanne Tan, Jessica Foo

As part of GovTech Singapore's Responsible AI team.

Book

Manga Layout Analysis via Deep Learning

Nyx Iskandar

An end-to-end automated manga reading and analysis system leveraging instance segmentation and optical character recognition.

IRC-SET 2022

Paper GitHub