Professional Summary
Professional Overview
Samuel Shunk is a seasoned Senior Product Manager with a strong background in developing and managing machine learning (ML) platforms. In his current role at The Home Depot, he is responsible for leading the strategic vision and roadmap for the company's ML platform, driving innovation and enabling cross-functional teams to leverage advanced analytics and AI capabilities.
Experience Summary
Current Role
As the Senior Product Manager - ML Platform at The Home Depot, Samuel is responsible for defining the product strategy, roadmap, and feature development for the company's enterprise-wide ML platform. He collaborates closely with data scientists, engineers, and business stakeholders to identify and prioritize key platform capabilities, ensuring the delivery of robust and scalable solutions that drive business value. Under his leadership, the ML platform has seen significant expansion, empowering teams across the organization to build, deploy, and monitor ML models more efficiently.
Career Progression
Prior to his current role, Samuel held various positions within The Home Depot, including Product Manager - Machine Learning Operations and Enablement, where he was instrumental in establishing the infrastructure and best practices for managing the company's ML lifecycle. Earlier in his career, he served as a Senior Business Operations Analyst, leveraging his expertise in data analysis and business process optimization to drive strategic initiatives.
Beyond his corporate roles, Samuel has also contributed to the broader higher education community, serving as a Board Member for the University Credit Union - Miami and the Higher Education User Group, where he provided strategic guidance and advocated for innovative technology solutions.
Academic Background
Samuel holds a Master's degree in Business Administration from the University of Miami, where he also served as a Graduate Assistant, contributing to the implementation of the university's enterprise resource planning (ERP) system.
Areas of Expertise
- Machine Learning Platform Development and Management
- Data-Driven Product Strategy and Roadmap Prioritization
- Cross-Functional Collaboration and Stakeholder Alignment
- Agile Project Management and Delivery
- Business Process Analysis and Optimization
- Higher Education Technology Implementation and Governance
Professional Impact
Under Samuel's leadership, the ML platform at The Home Depot has seen significant growth, enabling the company to scale its advanced analytics and AI capabilities across various business functions. His strategic vision and collaborative approach have resulted in the successful deployment of several high-impact ML models, driving operational efficiencies, improved customer experience, and measurable business outcomes.
Conclusion
With a proven track record of delivering innovative ML solutions and a deep understanding of the retail industry, Samuel Shunk is a valuable asset to The Home Depot. As he continues to shape the future of the company's ML platform, he remains committed to leveraging his extensive expertise to drive digital transformation and unlock new opportunities for growth.
