Role-Match Snapshot
Built for teams that need applied AI leadership, strong statistical thinking, and hands-on production delivery.
Applied AI & Systems Leader
Turns ambiguous business questions into deployable AI/systems systems with clear governance and measurable outcomes.
ML Engineer
Designs practical ML workflows that move from notebook to production with reliability, observability, and adoption.
Stats + Manufacturing Enablement
Combines plant-floor depth with statistics coaching (including JMP) to improve decisions, capability, and process outcomes.
Prioritizing full-time leadership opportunities and open to high-impact contract work. Available to start immediately, and open to onsite, hybrid, or fully remote collaboration.
Featured Case Studies
Representative projects showing architecture choices, execution discipline, and operational impact.
EDA Data Platform
16+ hours/week saved. Program impact included defect reduction patterns from 5% to 1% in targeted workflows.
Generative AI Chatbots
2-function rollout (HR + Finance). Shipped with a reusable 1-pattern deployment model for future assistants.
Low-Frequency Ultrasound ML
>10% yield improvement. ML-guided quality interventions aligned with >60% defect-crisis reduction in related programs.
Proof of Execution
Evidence of outcomes across enterprise programs, applied AI delivery, and process engineering leadership.
Patent + R&D Depth
Patent EP3231006B1 and years of advanced process development in high-performance manufacturing contexts.
Enterprise Delivery
Production data products and AI systems delivered across CertainTeed / Saint-Gobain teams and plants (through Oct 2025), now extended into independent agentic workflow engineering.
Team Leadership + Upskilling
Helped teams build statistical fluency, practical JMP usage, and AI confidence across global operations programs.