DuWayneSmart

DuWayne Smart, PhD
Industrial AI Deployment Architect | Technology Commercialization Strategist | Value Chain Transformation Expert

Professional Profile

As a practitioner-scholar bridging cutting-edge AI research and industrial ecosystems, I specialize in developing implementation-ready technological frameworks that transform laboratory breakthroughs into mass-production solutions—with particular expertise in overcoming the "last-mile" challenges of real-world deployment.

Core Competency Matrix (2025-03-29 | 10:34 | Saturday | Year of the Wood Snake | 3rd Lunar Month, 1st Day)

1. Production-Grade AI Systems

• Pioneered the "3T Deployment Protocol" (Traceability-Tolerance-Throughput):

  • Traceability: Embedded blockchain ledgers for model decision audit trails (implemented in Foxconn's quality control AI)

  • Tolerance: Self-healing architectures maintaining >99.4% uptime in extreme factory conditions

  • Throughput: Distributed inference engines achieving 22,000 TPS in automotive weld inspection

2. Vertical Integration Platforms

• Designed industry-specific middleware:

  • AgriTech: Modular computer vision stacks for 47 crop varieties (deployed across John Deere's smart harvesters)

  • Pharma: GMP-compliant reinforcement learning systems for vaccine formulation optimization

  • Energy: Federated learning networks coordinating 12,000+ IoT devices in offshore wind farms

3. Workforce-Technology Interface

• Developed "Cobot Literacy Index":

  • Metrics for human-AI collaboration efficiency

  • AR-based skill transfer systems reducing technician training time by 68%

  • Ergonomic AI assistants preventing >4,000 annual repetitive strain injuries

4. Sustainable Scaling Frameworks

• Created "Green ROI Calculators":

  • Quantifying energy savings from edge AI deployments

  • Carbon-aware model scheduling algorithms

  • Closed-loop material flows in electronics assembly AI

5. Regulatory-Technical Coevolution

• Architected compliance-embedded AI:

  • Auto-updating safety constraints for evolving OSHA standards

  • Real-time emissions tracking in chemical process AI

  • GDPR-native data pipelines for European smart manufacturing

Signature Methodologies

• "Fault Tree to Feature Map" conversion for failure-proofing AI systems

• "Bionic Benchmarking" mimicking biological systems' robustness

• "5-Gear Deployment" pacing models aligning tech maturity with market readiness

Vision: To make industrial AI as reliable as gravity—invisible infrastructure powering civilization without downtime or disasters.

Customization Options

• For Executives: "Delivered $280M annual savings through AI-driven predictive maintenance"

• For Engineers: "Open-sourced the Industrial AI Maturity Model (IAMM) framework"

• Provocation: "If your factory AI can't handle a coffee spill, it's not ready for prime time"