Patrick Redington Email & Phone Number

Fayetteville, Arkansas, United States

Developed a gradient boosted regression model to predict bacon yields, successfully reducing RMSE from 6.47 to 2.28 for new products. Utilized Python to automate tasks, including extracting and standardizing data from PDFs, cleaning and parsing data for calculations, and generating various visualizations. Performed in-depth analysis of datasets with over 1 million rows to explain variances and identify key drivers of performance. Created and managed throughput models for 6 prepared food plants nationwide. Partnered with manufacturers, food scientists, and operations teams to conduct equipment tests and yield tests, enhancing the understanding of equipment capabilities and driving improvements in operational efficiency.

Dallas-Fort Worth Metroplex

Experienced engineer skilled in performing modifications, preventative maintenance, and repairs on centrifuge and flow cytometer instruments across clinical, research, and pharmaceutical settings. Proven ability in managing inventory, administrative tasks, and travel arrangements independently, utilizing various third-party applications. Adept at generating accurate quotes for service agreements and exceeding revenue KPIs. Demonstrated flexibility by traveling extensively, covering eleven states on short notice. Additionally, contributed to cross-functional teams focused on enhancing UADD and boosting warranty conversions.

Fayetteville, Arkansas Area

Led point of maintenance operations optimization projects using ASI's Process Guide Software. Managed onsite operations across multiple states, communicated results to engineering, and developed functional requirements in collaboration with IT, Engineering, and Management. Conducted R&D projects for maintenance optimization, including process changes and hardware specifications.

Fayetteville, Arkansas Area

Delivered technical expertise to private and government clients in continuous process improvement, generating software and hardware requirements for projects and developing rollout and maintenance plans for new implementations. Designed and generated comprehensive reports and dashboards for client software using SSRS and SQL stored procedures. Collaborated with the development team to architect relational database structures. Developed and refined wireframes for user interface designs, ensuring intuitive user experiences across the software portfolio.

Arkansas

Led a fire team, training subordinates in infantryman skills and ensuring their health, welfare, discipline, physical conditioning, and professional development. Served as a company-level military combative instructor, successfully accomplishing assigned missions with initiative.

Rocky Mountains

Provided technical expertise to external clients, optimizing positive pulse tool strings for drilling parameters and setting up on-site data acquisition networks. Additionally, I managed equipment inventory and coordinated shipments, while ensuring compliance with safety and environmental regulations.

Master Of Science - Ms, Data Science

Bachelor Of Science - Bs, Mechanical Engineering

Associate Of Science - As, Nuclear Engineering Technology/Technician