<ul>
<li class="MsoListParagraph" style="text-align: justify; text-indent: -10pt;"><span style="font-family: 'times new roman', times, serif; font-size: 10pt;"><strong>&nbsp; AI-Driven Estimation &amp; 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.</span></li>
<li class="MsoListParagraph" style="text-align: justify; text-indent: -10pt;"><span style="font-family: 'times new roman', times, serif; font-size: 10pt;"><strong>&nbsp; Commercial Standardization &amp; 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.</span></li>
<li class="MsoListParagraph" style="text-align: justify; text-indent: -10pt;"><span style="font-family: 'times new roman', times, serif; font-size: 10pt;"><strong>&nbsp; Executive Advisory &amp; 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.</span></li>
</ul>