Strengths
Systems and Fixtures
SolidWorks/CAD design, rapid prototyping, 3D printing, station assembly, golden-unit validation, release to production.
Software and Data
Test sequence programming (Python/C#/MATLAB), standardized schemas, data de-duplication, analytics and dashboards (Power BI, Excel, ANOVA).
NPI Readiness and Validation
Procedures, schematics, work instructions, calibration, IQ/OQ-style validation, ramp-up risk mitigation and monitoring.
Manufacturing Process Optimization
Ergonomics and throughput improvements, operator-centered tooling (e.g., multi-function adapters), on-site assessments and continuous improvement. Efficiency is more than a priority; it's essential.
Mechatronics and Lab Systems
Pneumatics, electrical enclosures and safety circuits, liquid handling, machine vision/cameras, SCARA/robotic integration.
Quality and Compliance
Cleanroom adherence, documented processes, traceable test evidence.