Dec 1, 2024	Started a new contract role as AI Engineer at Actionboard.ai / Deep Data Lab, working on specialized AI agents and Model Context Protocol (MCP) servers for real-time intent detection.
Jul 1, 2024	Joined Short Circuit Science as AI Engineer, focusing on fine-tuning ML/LLM models for medical imaging and sports analytics using Transfer Learning.
Dec 1, 2023	Started contract work at Delineate as AI Engineer, developing AI agents to distill millions of scientific papers and datasets into actionable insights for drug development.
Jun 1, 2023	Joined Easital Technologies as AI Engineer, developing and integrating AI chatbots for a 50+ service mega-app using LangChain and Llama Index.
Oct 1, 2022	Promoted to Lead Data Scientist at Piana Pte Ltd, leading a data science team to build social network analysis models with 20% lower individual risk assessment.