• <strong> AI-Driven Estimation & BIM Integration: </strong>Developed a PoC for an automated QTO pipeline, leveraging Model Context Protocol (MCP) to link LLMs with live Revit BIM models for the LTA Jurong Region Line (J105) rail contract.
• <strong> Commercial Standardization & QA: </strong>Formulated CESMM4 (civil) and SMM2 (building) compliant measurement baselines; validated automated structural-steel extractions against a 2,100+ element LOD350 IFC4 test model.
• <strong> Executive Advisory & Tech Strategy: </strong>Briefed executive leadership on architectural viability; delivered market research on AI adoption in the Singapore infrastructure sector, translating workflows into a board-level investment case.