How I Work With Teams

From strategy to delivery, I focus on practical systems that improve decision speed, reliability, and measurable operating performance.

Leadership team reviewing manufacturing strategy dashboards

Strategy + Prioritization

Align business goals, plant constraints, and analytics roadmap into an execution plan teams can actually ship.

Machine learning automation workflows in industrial lab

Build + Deployment

Design and implement data products, ML workflows, and AI assistants that integrate with real operating environments.

Quality engineer validating process control charts on production line

Adoption + Scale

Drive adoption through coaching, governance, and measurable operating wins so teams sustain results over time, including practical statistics and JMP capability building.

Services

Partnering with plant leaders, digital teams, and executives to transform manufacturing performance through statistics, data products, and applied AI.

Since Oct 2025, my core build focus has shifted heavily into agentic workflow design and programming systems for production automation.

Engagement models: full-time roles are the top priority, and I’m also open to contract, advisory, or scoped delivery programs.

Manufacturing Analytics Strategy

Design enterprise data architectures, APIs, and dashboards that connect plant operations with executive decision-making and accelerate cross-site decision cycles.

Applied AI & Decision Systems Solutions

Deploy machine learning, Generative AI, and Voice of the Customer analytics to automate insights and accelerate response, grounded in 7+ years of AI system delivery from Transformers to agentic AI.

Statistical Quality Engineering

Lead DOE, Gage R&R, SPC, and Lean Six Sigma programs that reduce defects (up to 60% on major programs) and stabilize complex processes.

Process Automation & Metrology

Develop custom applications and measurement systems that deliver micron-level accuracy, real-time performance, and yield gains (10%+ in key programs).

Leadership & Mentorship

Mentor engineers and data scientists worldwide, delivering SGU DnA Academy, STIPS, JMP-centered statistics coaching, and tailored upskilling programs.

Global Collaboration

Partner with international teams to transfer technology, align governance, and scale best practices across plants.