Applied AI Systems
Designing and deploying production-grade AI systems at the intersection of data, infrastructure, and decision-making.
Enterprise AI • BlueCallom
Designed and deployed enterprise AI systems supporting analytics and knowledge workflows, including retrieval-augmented generation and scalable backend infrastructure.
ML/NLP Research Systems • ETH Center for Law & Economics
Applied machine learning and natural language processing methods to support empirical research workflows, including text classification, data processing, and quantitative analysis.
Automated Analytics & Recommendations • Aidan
Built a full-stack analytics platform connecting customer data sources to automated analysis and actionable recommendations via conversational interfaces.
Creative & Operational Automation • Homeroom
Implemented automated pipelines integrating Klaviyo data, Figma-based creative workflows, and n8n orchestration to streamline analysis, reporting, and content production.
AI Policy & Governance Advisory • Malaysian NAIO
Served as a Working Group Member advising the Malaysian National AI Office on AI governance and national security, contributing case studies on AI oversight frameworks.