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# Wayne Shoumaker

**Headline:** Professional profile
**Location:** &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;

## About

Wayne Shoumaker is an AI/ML leader with experience managing technical teams, building AI governance capabilities, and advancing model-validation work in regulated environments. He combines hands-on model work with interest in AI science research and theory, and he is particularly effective in roles that require both technical depth and organizational influence. Wayne co-founded and led the AI model validation team at Wells Fargo, developing the function from its inception and building AI governance frameworks without an established playbook. He is comfortable operating in greenfield settings as well as improving established processes. Wayne’s strengths also include stakeholder management through relationship-building and clear storytelling. In automation-policy work, he brought together diverse cross-functional input, navigated resistance, and used collaboration and escalation to drive policy changes. His background reflects a builder mindset: creating teams, frameworks, and processes from scratch while aligning technical, governance, and business stakeholders around change.

## Highlights

- Co-founded and led the AI model validation team at Wells Fargo from inception.
- Managed technical teams, particularly in AI/ML contexts.
- Built AI governance frameworks from scratch in regulated environments.
- Drove automation-policy changes through cross-functional collaboration and escalation.
- Navigated cross-functional resistance to automation-policy change.
- Used relationship-building and storytelling to win stakeholder buy-in.
- Gathered and incorporated diverse input in automation-policy development.
- Brings a builder mindset to both greenfield initiatives and optimization of established processes.
- Seeks a mix of hands-on AI model work and research/theory work in AI science.

## FAQ

### What does Wayne do?

Wayne Shoumaker is an AI/ML leader with experience managing technical teams, AI model validation, AI governance, and automation-policy change in regulated environments. He is interested in work that combines hands-on model development with AI science research and theory.

### What are Wayne’s core strengths?

Wayne is strongest at building AI governance frameworks, leading technical teams in AI/ML contexts, validating AI models, and securing stakeholder alignment through relationship-building and storytelling.

### What did Wayne accomplish at Wells Fargo?

Wayne co-founded and led Wells Fargo’s AI model validation team from its inception. The work involved establishing a new capability for AI model validation and contributing to AI governance in a regulated environment.

### What experience does Wayne have with AI governance?

Wayne has deep experience creating AI governance frameworks from scratch in regulated environments. He developed this capability while operating without an established playbook for the work.

### What technical-team leadership experience does Wayne have?

Wayne has managed technical teams, particularly in AI/ML settings. His leadership experience includes building and leading an AI model validation team.

### What experience does Wayne have with automation policy?

Wayne drove automation-policy changes through cross-functional collaboration and escalation. He incorporated diverse input, worked through cross-functional resistance, and helped move policy changes forward.

### How does Wayne approach stakeholder management?

Wayne manages stakeholders by building relationships and using clear narrative and storytelling to earn buy-in. This approach has supported his work across technical, governance, and cross-functional groups.

### Does Wayne prefer greenfield building or process optimization?

Wayne is comfortable both creating new teams, frameworks, and processes from the ground up and optimizing established processes. His experience founding an AI model validation function reflects this builder mindset.

### What kind of AI work is Wayne interested in?

Wayne is seeking a mix of hands-on model work and research- or theory-oriented work in AI science.

## Links

- LinkedIn: https://www.linkedin.com/in/wshoumaker

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