root@xyntechx ~ % whoami

Nyx Audrey Angelo Iskandar

nyx

[at] berkeley.edu

AI researcher and government tech scholar interested in cognitive robotics, representation learning, and responsible AI

B.S. Electrical Engineering & Computer Sciences (Honors), UC Berkeley

Research, Berkeley AI Research + Center for Human-Compatible AI

Scholar, Government Technology Agency (GovTech) Singapore

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@github

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Publications

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)

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

user@xyntechx ~ % cat mentors.md

Ritwik Gupta, Cam Allen, Gireeja Ranade, Andrew Reddie

user@xyntechx ~ % cat current.md

AI/VR Engineering Intern @ Ramen VR

user@xyntechx ~ % cat exp.md

ML Research Mentor @ Algoverse

AI Engineer/Research Intern @ GovTech Singapore

Teaching Assistant: AI and Public Policy @ UC Berkeley

go bears!