John Redmond Email & Phone Number

Cleveland, Oh, Us

Cleveland, Oh, Us

Coordinated development of various data science solutions- Discrete event simulation for hidden factory analysis and digital twin what if scenarios- Demand prediction for distribution center operational improvements- Customer segmentation for highly diversified industrial coatings organization- Freight rate predictive modeling for supply chain decision making- Labor hour and labor productivity modeling for distribution centersInvolved in strategic planning for the following initiatives within the data organization- Integrated Business Planning (IBP)- Work prioritization and value identification- MLOps workflowCo-lead for AI/ML Community of PracticeMentoring and coaching of junior data scientists and rotational development program participants

Cleveland, Oh, Us

Continued ownership and lead for discrete event simulation solution.Order Volume Prediction- Lead development of predictive analytics solution for short term (next 3 days) order volume estimation- Collaborated with key stakeholders in DSC operations team to scope project, define goals, and build proof of concept- Initial solution built using DataikuParticipant in M365 Copilot "pilot" user group

Cleveland, Oh, Us

Discrete Event Simulation- lead the design, development, implementation and maintenance of a digital twin simulations from proof of concept, to minimum viable product, to enterprise-wide solution- collaborated with partners across continuous improvement, design and process engineering, and the manufacturing sites to scope out a useful simulation tool- reduced the execution time of our simulations by collaborating with team members to run these models using cloud compute via Azure Kubernetes Services- demonstrated increased manufacturing capacity by tens of millions of gallons over 5 years, and acheivied millions of dollars of cost avoidance Silent Walker Defecting Customer Analysis- customers were segmented into clusters, and decision trees were used to calculate the defection rate for each group- potential loss of business was then estimated, allowing for the identification of next best actions (NBAs) to enhance customer retentionAutomated Sourcing Review- supported optimization tool for analyzing trade offs between transportation costs and manufacturing at scaleLowe's Store Clustering- performed k-means clustering analysis to identify various Lowe's store types which informed marketing and selling strategies

Cleveland, Oh, Us

Oracle Provisioning Application- design, build, and implementation - using Oracle application express, PL/SQL, HTML/CSS, and javascript I collaborated with key stakeholders to build an automated workflow and approval system for granting or removing responsibilities from users across modules in Oracle E-Business Suite- solution is still in use today, and at the time of implementation acheived a lean-validated workload reduction of 2 FTEs.Oracle Middleware Integration- assisted in the creation and management of SOAP-based web services enabling communication between different systems- maintained documentation for the web services, including WSDL (Web Services Description Language) filesContract Renewal Application for IT Procurement- built an application using Oracle application express for the monitoring, reporting, and renewal of IT application licenses across the enterprise

Master Of Science - Ms, Analytics

Bachelor’S Degree, Computer Science With Minor In Theology