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Professional Experience

Enterprise Group - xDigital, working on AI Products

  • • Building a custom MCP server exposing key app functionalities as tool contracts for future agentic AI integration.
  • • Developing features across a full-stack TypeScript codebase for an AI-powered procurement report system serving Whole-of-Government (WoG).
  • • Implemented Playwright E2E suites in GitLab CI to enforce regression coverage across critical user flows ahead of the late-January launch.

Projects

AI / MLJanuary 21, 2026

DAP Co-Learning - Regression Workshop

Designed and facilitated a hands-on regression workshop for 40+ mentees.

Quick breakdown

  • • Facilitated an interactive regression workshop for a cohort of 40+ mentees
  • • Developed interactive web-apps using Gemini Canvas to help visualise key ideas in Gradient Descent
  • • Co-developed with senior DAP mentors to ensure clarity of content and maximise insights
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DAP Co-Learning - Regression Workshop
AI / ML
Achieving Domain-Specific PII Anonymisation Effectively with Generative AI
November 21, 2025

Achieving Domain-Specific PII Anonymisation Effectively with Generative AI

A comprehensive study on using Generative AI, NER, and adversarial optimization to anonymize sensitive documents in healthcare and other domains while preserving utility.

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AI / ML
Hate Speech Classification - 11th DAP Project
November 1, 2025

Hate Speech Classification - 11th DAP Project

Investigating the intersection of sarcasm and hate speech detection using various NLP techniques, ranging from traditional ML to LLMs.

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Capoo•Wordle

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