• <strong>Digital Twin & CDE Integration with AI-QTO Pipeline:</strong> Engineered an automated Quantity Take-Off (QTO) digital toolchain for LTA rail contracts linking GenAI (MCP) with live Revit BIM models; established a Common Data Environment (CDE) framework to feed extracted commercial data directly into cost-control architectures, supporting advanced project controls.
• <strong>Commercial QA & Data Governance:</strong> Formulated <strong>CESMM4 & SMM2</strong>-compliant measurement baselines for QS workflows. Validated structural-steel extractions against a 2,100+ element LOD350 IFC4 model via 6 progressive audit baselines, ensuring strict data provenance (RAW/COMPUTED/FLAGGED).
• <strong>Process Automation & Standardization:</strong> Architected a modular 5-skill automation suite for schedule generation and spatial linkage. Developed a "Computable CAD Benchmark" strictly aligned with Singapore’s <strong>SS CP 83</strong> standard to systematically eliminate 13 upstream drafting anomalies.
• <strong>Executive Advisory & Tech Infrastructure:</strong> Benchmarked 17 AutoCAD/Revit MCP server environments for enterprise scalability. Translated Boolean-structured global market research on infrastructure AI adoption into an actionable, board-level strategic investment case.