Samuel Shunk
Product Manger - Mobile PlatformAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
ML Platform Product Manager @ The Home Depot | MLOps Expert
As a Senior Product Manager - ML Platform at The Home Depot, I have over 10 years of experience in user insights and 3 years in machine learning operations. I am passionate about enabling data-driven decision making and innovation across the organization, leveraging my PMP and MLOps skills and certifications. I led the enablement and adoption of the first machine learning and data science platform, driving over 100% YOY increases in machine learning investment. I have overseen the development of a greenfield model discoverability platform, uniting 40+ model efforts across eCommerce, Supply Chain, Finance, Merchandising, and Operations. I have also collaborated with large-scale vendors like Google and smaller AI vendors to optimize ROI and accelerate machine learning solution delivery. I have catalyzed a thriving community of 180+ data science practitioners, fostering data literacy, software standards, and cross-functional collaboration to scale MLOps at the Home Depot while maintaining cloud compute costs at a reasonable scale.
The Tuck School of Business at Dartmouth
Business Bridge Program, Business Administration and Management, General
January 1, 2013 – January 1, 2013
University of Miami
Master of Science (M.S.), Enrollment Management
January 1, 2012 – January 1, 2014
University of Miami
Bachelor of Arts (B.A.), English
January 1, 2008 – January 1, 2012
The Home Depot
Senior Product Manager - ML Platform
July 1, 2022 – Present
The Home Depot
Product Manager - Machine Learning Operations and Enablement
May 1, 2021 – August 1, 2022
The Home Depot
Sr. Business Operations Analyst
November 1, 2018 – September 1, 2021
Higher Education User Group
Board Member
March 1, 2016 – March 1, 2018
Miami/Fort Lauderdale Area
University of Miami
Sr. Business Systems Analyst
July 1, 2015 – November 1, 2018
University of Miami
Systems Analyst
August 1, 2014 – July 1, 2015
University Credit Union - Miami
Board Member
May 1, 2014 – September 1, 2021
Miami/Fort Lauderdale Area
University of Miami
Graduate Assistant - ERP Implementation
September 1, 2012 – August 1, 2014
Project Management Professional (PMP)®
Project Management Institute
June 24, 2026 – Present
Cert Prep: Project Management Professional (PMP)®
Lynda.com
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's experience spans large enterprise environments (The Home Depot, University of Miami) and board memberships in non-profit organizations, indicating adaptability to diverse organizational cultures. Their involvement in training initiatives and community building (Young Professionals Group, Python training) suggests a collaborative and mentorship-oriented approach. However, the target role 'Product Manager - Mobile Platform' is a significant pivot from their current ML/AI platform focus, which might require a cultural adjustment to a different product domain and user base. The lack of explicit mobile platform experience could be a cultural fit challenge.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, strategic planning, and cross-functional collaboration skills through their experience managing product squads, orchestrating development processes across departments, and serving on various boards. Their ability to lead training sessions and manage complex rollouts indicates strong communication and change management capabilities. The PMP certification further supports their operational fit for structured project delivery.