Portfolio
Engineering work
Published projects
Showing 6 of 6 projects
High-Volume Manufacturing Scrap Reduction
Signify · Manufacturing / Quality
Structured root-cause analysis and statistical process control on high-volume production lines, cutting scrap 15% and holding it through control plans rather than operator vigilance.
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Production Equipment Run-Off & Acceptance
Signify · Equipment / Quality
Translated an equipment specification into measurable acceptance criteria, ran vendor run-off, dispositioned a punch list, and held buy-off until process capability was demonstrated.
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End-to-End Manufacturing Process Validation for ERP Transformation
Flowserve · Manufacturing systems
Validated an engineer-to-order manufacturing process from customer order through engineering release, planning, procurement, production, quality and shipment — with an issue-closure gate that required objective evidence before sign-off.
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Supplier Qualification & FAT Strategy for a 1 MW Liquid Cooling Skid
Independent study · Data center cooling
Supplier qualification scoring, manufacturing readiness review, inspection and test plan, FAT protocol and shipment release for a hypothetical liquid-cooling skid — with every decision gate and its evidence stated.
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FAT Nonconformance Investigation — Cooling Skid Differential Pressure
Independent study · Data center cooling
A skid that reached only 78% of required differential pressure at design flow. Full D1–D8: containment, fishbone to 5-Why, validated root cause, corrective action, verification, prevention — and a shipment disposition that changes as evidence accumulates.
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AutoOps AI
Founder & product engineer · Manufacturing AI
A reasoning layer over fragmented manufacturing information — FMEA, CAPA, 5-Why, nonconformance tracking and quality reporting with SAP integration, built from 35 discovery interviews to a 20-user pilot.
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Planned and in progress
Production Layout Optimization Using Simulation
Tenneco · Industrial engineering — $1.3M projected savings
Manufacturing · Data
Reducing Operational Waiting with Prediction & Optimization
The Walt Disney Company · Operations analytics
Data · Manufacturing
Supplier Quality Analytics — Multi-Supplier SPC Dashboard
Independent study · Cp/Cpk, NCR aging, defect Pareto, supplier risk
Data · Quality
Designing a Readiness Framework for Multi-Site Transformation
Independent framework · Governance, cadence, decision thresholds
Programs · Systems
Factory Acceptance Strategy for Mission-Critical Switchgear
Independent study · Electrical equipment acceptance
Quality · Infrastructure
Manufacturing Quality at the Source — Supplier Quality Playbook
Independent framework · Reusable templates across the quality lifecycle
Quality