Operations & Continuous Improvement Project Senior Manager with 17.5 years of expertise in driving Industry 4.0 implementations for waste reduction, efficiency, and excellence through Lean, TPM, Six Sigma, and IoT. Expert in PQCDSM, dashboards, traceability, and business excellence tools like BSC, X-Matrix, and project management. Design tailored change management strategies to support digital transformation on the manufacturing shop floor. Driving Smart Factory Transformation | Lean & Digital Excellence | Business Operations Leader. Evaluate plant AI readiness covering sensors, automation systems, and PLCs, Traceability, Edge Devices, and Cloud Connectivity infrastructure.