Education & Enablement
Designing immersive programs that accelerate practical mastery of AI, Industrial IoT, Data Engineering and Responsible Innovation.
University & Program Contributions
- University of Milwaukee - AI in Business (Lubar Business School)
- Bus Adm 745 – Artificial Intelligence for Business
- CSI Digital Manufacturing Leadership Program
- AI for Manufacturing – CSI
Open Learning Assets
Capability Pathways
AI Fundamentals
Classical ML → Deep Learning → GenAI foundations
Data Engineering
Ingestion → Lakehouse curation → Semantic layer
Industrial IoT
Edge → Telemetry pipelines → Predictive analytics
Responsible AI
Transparency → Safety guardrails → Governance
MLOps & LLMOps
Pipelines → Evaluation → Continuous Improvement
Architecture Practice
Patterns → Decision records → Reuse assets