Works

Language Evaluation & Cultural QA for AI Safety

Works /

AI Singapore | Feb 2025 – Present Context As part of AI Singapore’s efforts to develop large language models (LLMs) that are contextually fluent, culturally grounded, and safe for multilingual deployment, I worked on a specialized team evaluating AI-generated responses in Javanese and Indonesian. The goal was to ensure naturalness, factual alignment, and cultural sensitivity—especially […]

Language Evaluation & Cultural QA for AI Safety Read More »

Indonesia’s Teacher Reform: A policy reflection on systemic challenges in education reform

Education Economics & Policy, Works /

This piece reflects on why large-scale investment in Indonesia’s teacher reform has failed to produce significant learning gains, and what systemic issues are being overlooked. As a country that stretches over the same distance as London to New York and consists of more than 17,000 islands with more than 1300 different ethnic groups, ensuring that

Indonesia’s Teacher Reform: A policy reflection on systemic challenges in education reform Read More »