Hands-On Demos
Try the interactive learning platforms I've built — browser-based simulations integrating GenAI as formative assessment agents for construction management education. No downloads, no logins — just click and play.
Select any row to open its details and its launch link; select it again to collapse.
+Grades 11–12 & College · The Backbone · Before You PlayA² Data Ecosystem ArchitectureHow the platforms record and share data — worth reading before you try them.
Before exploring the platforms, understand the data infrastructure behind them. This voice-narrated interactive presentation explains how learner data flows from input through AI-enhanced training to research-grade outputs — the architecture that makes every A² platform traceable, auditable, and research-ready.
Games and simulations from elementary school through college. Each row shows a suggested grade level; Play-Test marks new, early releases.
+Grades 3–8 with a Grown-Up · English & Español · Play-TestCommunity Builders of Pecan GroveCivic learning game for kids — ask questions, check facts, and decide together.
Community Builders of Pecan Grove
An educational game for children ages 8–14 to play with a grown-up. In a fictional Georgia town considering a data center, players practice asking questions, listening, checking facts, and working together to make thoughtful community decisions. Available in English and Spanish.
+Grades 6–12 & College · K-12 Outreach & AGC Skills ChallengeBuildSim: Job Site SimulatorLay out a job site and manage resources with real-time AI feedback.
BuildSim · Job Site Simulator
An HTML5 game-based construction management simulator where students drag and drop facilities on a blueprint grid, optimize worker travel distance, respect site constraints, and manage resources — all while receiving real-time AI formative feedback on every decision. Includes scoring engine, leaderboard, certificate generation, and a comprehensive formative assessment report.
+Grades 9–12 & College · Data Center Construction · Play-TestBuild the CampusPlay the construction manager and build a data center campus on a fictional Georgia site.
Build the Campus
Step into the role of a construction manager and build a data center campus on a fictional Georgia site. Explore site preparation, utilities, foundations, building systems, commissioning, and turnover while managing schedules, construction challenges, and neighborhood considerations.
+College Freshman · 1 of 20 Certificated ModulesNEXUS-DC: Data Center Lifecycle Risk SimulationBuild and manage a $500M+ data center through three crisis waves.
NEXUS-DC · Power Up
A multi-role data center lifecycle risk simulation where students build and manage a $500M+ data center across 3 crisis waves — balancing cost, uptime, safety, sustainability, and stakeholder satisfaction. Features 6 professional role perspectives, 8 scoring dimensions aligned to ISO 31000 and PMBOK, and both guided and blind play modes with transparent scoring.
Decision-support tools and digital twins for advanced coursework, professional development, and research applications.
+Graduate & Professional · Deployed in CM 6600EVNN-DC Decision LabDecision-support lab for tail-aware data center siting and capacity choices.
EVNN-DC Decision Lab
An AI-powered multi-criteria decision analysis platform for data center lifecycle investment under uncertainty. Features Monte Carlo uncertainty simulation, Bayesian AI guidance with explainable recommendations, TOPSIS ranking, construction risk scenarios with decision-based learning, pre-module knowledge assessment, comprehensive 16-question learner surveys with certificate generation, and full session JSON data export for POC validation research. Built for both education and research.
+Graduate & Faculty · Cornell AI4S Visiting Professorship VisionNanoLCA-DT: Nano-Modified Materials Digital TwinOptimize lifecycle cost, carbon, and durability for nano-modified materials.
NanoLCA-DT
A conceptual prototype demonstrating AI-driven multi-objective optimization of nano-modified construction materials. Integrates ML surrogate models, cradle-to-gate lifecycle assessment (ISO 14040), and NSGA-II Pareto optimization across three objectives: lifecycle cost, embodied carbon, and durability. Features grey-box digital twin architecture, voice narration, and agentic AI infrastructure (Skills, MCP, REST API).
Survey results from KSU students who used the platforms.
+Student ValidationWhat Students SaySpring 2026 survey of 50 KSU students who used BuildSim.
✅ BuildSim Platform Validation — N=50 Students (Spring 2026)
More Platforms in the A² Learning Studio
The platforms above are part of a larger ecosystem that includes VoxProfessor (voice-guided learning), the Graduate Risk Management Simulator, the Wood Construction Methods Game, TRIP (Transit Resilience Intelligence Platform), 12+ AI tutors, and 100+ AI-generated course materials.
