ERIK NORRIS
Staff Mechanical Engineer | Robotics · Prototype → Production
// Structure the chaos · Index the decisions · Ship the hardware
Professional Summary
I treat physical engineering with the forensic rigor of a software codebase. The difference between a rescued program and a failed one is rarely the capability of the engineer - it is almost always the fidelity of the record.
I lead mechanical design for actuated systems that survive contact with the real world: a cobotic food-assembly platform coordinating 70+ actuators at ±2% portion precision and 350 meals/hour; a disc-changer mechanism whose 100% field-failure mode I traced through 3,000,000+ logged cycle events to a friction-coefficient drift; a head-mounted display whose spring-steel headband I validated to 81,000 physical destruction cycles against a 25,000-cycle requirement - FEA correlated within 4.2%. I take subsystems from whiteboard through DVT into high-volume production, and I go to the factory floor - Suzhou, Guadalajara - when the yield data demands it.
Forty-plus commercial products, no git reset. The same forensic methodology I apply to a tolerance stack or a thermal yield crisis, I now apply to intelligent systems: I build and operate a local AI-agent infrastructure, engineering constraint structures for software the way I fence failure modes in hardware.
Core Competencies
- Robotic Mechanism & Actuator Design
- Tolerance / Alignment / Load Paths
- Wear & Failure-Mode Analysis (RCA)
- GD&T · Stack-Ups (WC / RSS)
- DOE Test-Method Design
- FEA-Correlated Validation (ANSYS)
- Haptic & Kinematic Tuning
- DFM / DFA for Automated Assembly
- High-Volume NPI (Tool Start → MP)
- Injection Molding · Die Casting · Sheet Metal
- Accelerated Life / Destruction Testing
- Yield Recovery & CAPA
- CM Management (Suzhou · Guadalajara · Taipei)
- Onshape, Creo, Solidworks
- PLM Architecture (Agile / Arena / Windchill)
- Thermal Simulation (CFD)
- UL 1472 / UL 20 / FCC
- MIL-STD-1472G
- Class III Medical Standards
- Class-A Surfacing
Professional Experience
- Conduct pre-production forensic audits for hardware startups - stress-testing thermal management, tolerance stack-up, and supply-chain fragility before tooling commitment.
- Built and operate EN-OS, a locally-hosted AI-agent infrastructure for research, root-cause synthesis, and decision documentation - the constraint methodology is identical to physical-systems engineering: fence the failure modes before assembly.
- Architected the gravimetric dispenser library (Types A-F) with de-agglomeration logic for adversarial ingredients (shredded proteins, sticky rice) - portion variance cut from industry-standard ±15% to ±2%, food waste down 98%, at 350 meals/hour sustained and 99.9% order accuracy.
- Integrated 70+ actuators with the controls stack (Beckhoff C6030 IPC, TwinCAT 3 / EtherCAT) at millisecond precision; TwinSAFE zone passivation cut safety wiring by ~50%.
- Resolved axial helix migration in the dispenser gear train - CTE mismatch between Acetal gears and Aluminum enclosures - with sleeve alignment guides and low-clearance retaining rings.
- Engineered hot-swap blade architecture (MTTR under 5 minutes) and a 15-minute tool-less sanitation breakdown (push-to-unlock hoppers) for NSF compliance in the IP69K washdown environment.
- Engineered a ruggedized IoT module for Lyft's Bay Wheels eBike fleet - system architecture through detailed part design for outdoor deployment - plus an eCargo-bike platform, concept through detail design.
- Resolved dual EVT1 failure modes on the flagship Director switch: OLED delamination at 45°C from CTE mismatch (flex-mount PSA bracket) and a rotary interface below the 150g tactile threshold (pre-loaded spring detent restoring the 250g signature click; passed 85°C storage qualification).
- Built WC/RSS tolerance stack-up models guaranteeing mechanical retention and 0.1mm gap reveal across mass EVT2 builds of a screwless multi-gang wall-plate chassis.
- Recovered 100% EVT2 yield on the extension switch by isolating a 0.1mm CAD geometry mismatch; pivoted PSA to structural adhesive and drove steel-tooling modifications.
- Resolved headband clamping-force fatigue failure (FMEA RPN 192) via ANSYS FEA + Central Composite Design DOE - 0.8mm 3/4-hard CRSS at 1207 MPa; destruction testing averaged 81,000 cycles vs. 51,073 predicted (4.2% FEA error) - 300% over the 25,000-cycle requirement.
- Reversed optical-engine yield collapse from 35.4% to 77.9% RTY in a 10-week sprint - cleanroom protocol plus O4/O7 DMD inspection stations.
- On-site at Intretech (Suzhou): diagnosed magnesium chassis warpage and deployed Go/No-Go fixtures - casting yield from under 60% to over 95%; drove T1-T6 tooling revisions resolving telescoping ear-can cable kinking (40% failure at 250 cycles).
- Delivered magnesium castings, injection-molded plastics, soft goods, and packaging on a 234-day Tool Start → MP schedule.
- Eliminated a 100% field-failure population in the M700 disc changer: analyzed 3,000,000+ cycle events to isolate friction-coefficient drift in the pinch roller; redesigned with dual radial spring balance bars; recovered questioned carousel inventory via revised inspection criteria - zero scrap.
- Cleared an M500 stop-ship (resistors shearing off the PCB under handling load) by tracing sheet-metal flexure into the PCBA load path and designing a retrofit structural tray - no inventory scrapped.
- Directed manufacturing transfer to Sanmina Guadalajara; eliminated a 15% rework rate caused by a 0.005 in fan-tray tolerance stack-up by re-dimensioning the sheet metal.
- Integrated 19 distinct PCBs (C|24) and 17 (SC48) under Data Control Drawings governing outlines, keep-outs, and connector placement - 100% mechanical fit on initial physical builds.
- Resolved SC48 CPU thermal shutdown with a 16-configuration DOE matrix (chassis volume × fan size × voltage) defining the Safe Operating Area - internal rise stabilized at 22.6°C with 13.8°C of headroom.
Education
Recognition
- Patent US20240164588A1: Modular System for Food Assembly (co-inventor)
- Avegant Glyph: Best of CES 2016 (Senior Mechanical Engineer, NPI → MP)
- SC48 Venue Mix Rack: TEC Award, Sound Reinforcement Console Technology
- Kaleidescape Cinema One: CEPro Product of the Year
- Motorola MP3 Player: CES 2002 Design Honoree