- Maximized fleet utilization through a machine health platform that documents imminent engine component failures based on real-time performance data collection and informs stakeholders of necessary actions.- Developed a business model canvas and conducted industry research to help managers assess ROI.- Provided strategic recommendations to maintain a competitive advantage in the agriculture machinery market.

- Increased visibility of the production asset data collected on an IoT manufacturing platform by identifying unclassified occurrences and downtimes during a machining cycle to track accurate OEE of CNC machines.- Generated Standardized Work with a focus on the Rework process of machines to mitigate mistakes by inexperienced operators resulting in increased manufacturing efficiency and $5,000 per week in savings on scrap parts.- Deployed inspection maps on the shop floor that assists operators with inspection locations after a tool change.- Assisted continuous improvement leaders in implementing pressure switches in CNC fluid reservoir tanks that prevented spindles from running dry and achieve $50,000 in savings for each spindle replacement. - Performed time studies on various operations to detect bottlenecks and provide solutions for reduced cycle times.

- Developed a framework for Reliability Centered Maintenance to reduce downtime and maintenance costs by 35%.- Conducted a thorough study of machines to identify all possible failure modes during the manufacturing process.- Implemented engineering solutions to reduce the Risk Priority Number resulting in increased machine performance.