Developed a predictive maintenance model using equipment performance data to forecast failures, minimize unplanned downtime, and optimize maintenance scheduling in warehouse operations.

Analyzed supplier delivery data to evaluate lead time consistency, identify unreliable partners, and recommend strategies to improve supply chain predictability and performance.

Analyzed parcel intake data and delivery workflows to identify inefficiencies, evaluated multiple management systems, and implemented the most effective solution to streamline parcel tracking and handling operations.

Evaluated the feasibility of integrating an ERP system into daily operations, developed a tailored implementation strategy, and successfully embedded it into client workflows to enhance process efficiency and data consistency.

Redesigned warehouse layout in AutoCAD using operational data to integrate Kardex machines, optimize space utilization, and improve picking efficiency through vertical automation.

Created a hybrid digital twin integrating real warehouse data with simulated operations to monitor logistics, test improvements, and optimize flow efficiency in real time.