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 beta workflows and a primarily mock-tested SAP connector; 35 discovery interviews and a 20-user pilot.
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End of filtered results
Try the engineering lab
Put an engineering decision to the test.
Explore layout, work design, quality, manufacturing ML and production flow in one fictional factory. All demonstrations are synthetic and separate from professional work.
Roadmap
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