A² Learning Studio · Hands-On Demos

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.

30+
Live Platforms
300+
Students Engaged
96%
Student Endorsement
10+
Topic Ecosystem 
Browser-Based (HTML5)
No Login Required
AI Formative Feedback
Traceable Assessment Data
Works on Any Device
The Backbone · Before You Play

A² Data Ecosystem Architecture

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.

👥
6 Stakeholders
⚙️
7-Stage Pipeline
🤖
AI-Enhanced Training
🧠
21 Domains
📊
5-Level DFA
🔊
Voice Narrated
10-Slide Voice-Narrated Architecture Walkthrough
ElevenLabs voice narration guides you through stakeholders, the 7-stage data collection pipeline, what makes AI-enhanced training different from AI-bypassed learning, 21 research domains, 17+ export files, a 5-level data flow architecture (Input → Process → Output), and the future research roadmap. Hover any element for expanded technical specifications.
▶ Launch Ecosystem Presentation
Click or to advance · to go back · Hover elements for details · 🔊 voice narration on every slide
Platform 1

Construction Site Simulator

🏗️ Game-Based Learning

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.

Drag & Drop Site Layout Resource Allocation CPM Scheduling Cost Control Safety Planning Quality Inspection Leaderboard Certificate Formative Report
6
Training Modules
8+
Decision Points / Module
94%
Would Recommend
88%
More Effective Than Traditional
Deployed in: CM 3110 (Wood Construction) · CM 6600 (Risk Analysis) · CM 6901 (GenAI in CM)
▶ Launch BuildSim — Play Now
Platform 2

Data Center Lifecycle Risk Simulation

⚡ Multi-Role Simulation

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.

Lifecycle Risk Management 8 Scoring Dimensions 6 Professional Roles 3 Crisis Waves ISO 31000 PMBOK Guided & Blind Modes Transparent Scoring Formative Report
8
Scoring Dimensions
6
Professional Roles
3
Crisis Waves
$500M+
Simulated Project Value
Deployed in: CM 6600 (Construction Risk Analysis & Control)
▶ Launch NEXUS-DC — Play Now
Platform 3 · Lead Dev: Dr. A. Shafaghat (Georgia Tech & KSU) · Co-Devs: Dr. A. Keyvanfar & Dr. D. Hu (KSU)

EVNN-DC Decision Lab

🔬 Research Decision Platform

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.

MCDM Framework Monte Carlo Simulation Bayesian AI Guidance TOPSIS Ranking EVT Tail-Risk 6 Lifecycle Phases Case Studies Construction Scenarios 16-Q POC Survey Session JSON Export Certificate
10
Navigation Steps
30+
Decision Criteria
6
Lifecycle Phases
16
POC Survey Questions
Deployed in: CM 6600 (Construction Risk Analysis & Control) · Lead Developer: Dr. Arezou Shafaghat (Georgia Tech & KSU) · Co-Developers: Dr. Ali Keyvanfar & Dr. Da Hu (KSU)
▶ Launch EVNN-DC Decision Lab
Student Validation

What Students Say

✅ BuildSim Platform Validation — N=50 Students (Spring 2026)

96%
Effective for K-12 students
94%
Would recommend to classmates
88%
More effective than traditional
86%
Mistakes felt like normal learning
84%
Trusted AI feedback as fair
"It is an activity that helps you learn rather than an assignment." — KSU Student, Spring 2026

More Platforms in the A² Learning Studio

These three platforms 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.

Explore the full AI Innovation Portfolio →

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