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Merilly Ruglas's avatar
Merilly Ruglas
Baton Rouge, USA
AI Workflow & Product Systems Designer
New to Contra
AI Workflow & Product Systems Designer
Cover image for Most AI products don’t have
Most AI products don’t have an AI problem. They have a workflow problem. A lot of AI products today are technically impressive but operationally confusing: • Unclear onboarding • Unpredictable interaction patterns • Fragmented user flows • Weak human/AI coordination • Too much cognitive overhead The challenge isn’t just adding intelligence. It’s designing systems that help people: • Understand what’s happening • Trust the workflow • Recover from ambiguity • Stay oriented while complexity increases That’s where operational UX and workflow design become critical. The next generation of successful AI products probably won’t be the ones with the most advanced models. They’ll be the ones that make complex systems feel understandable, usable, and reliable. That’s the space I’m increasingly focused on: AI-native workflows, operational UX, and product systems that reduce complexity rather than amplify it.
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Cover image for AR-Enabled Inspection Tool Design for Gillette Stadium
AR-Enabled Inspection Tool Design for Gillette Stadium
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Cover image for AI-Enhanced Animation Workflow Design
AI-Enhanced Animation Workflow Design
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Cover image for Scalable Design System Development for TOXSquare
Scalable Design System Development for TOXSquare
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Jonah Judice's avatar
Jonah Judice
Baton Rouge, USA
Expert Webflow designer crafting custom, engaging websites.
Expert Webflow designer crafting custom, engaging websites.
Cover image for Kelly's Laser Aesthetics
Kelly's Laser Aesthetics
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Cover image for Meditating in Cool Places
Meditating in Cool Places
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Cover image for Baton Rouge Metropolitan Airport
Baton Rouge Metropolitan Airport
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Cover image for FusionQ's BBQ
FusionQ's BBQ
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2
Cameron Boudreaux's avatar
Cameron Boudreaux
Baton Rouge, USA
Digital Strategist + "Jane of All Trades"
Digital Strategist + "Jane of All Trades"
Cover image for Recipe Blog Copywriting + Pinterest Graphic Design
Recipe Blog Copywriting + Pinterest Graphic Design
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Cover image for Featured Image Design
Featured Image Design
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Cover image for Blog Copywriting
Blog Copywriting
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Cover image for Social Media Growth + Management
Social Media Growth + Management
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Brennan Sarah's avatar
Brennan Sarah
Denham Springs, USA
Fractional Sales Director | Agency Revenue Growth
Fractional Sales Director | Agency Revenue Growth
Cover image for ABM Industries 2024 Conference Participation
ABM Industries 2024 Conference Participation
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Cover image for Strategic Branding Presentation at 2025 ABM Conference
Strategic Branding Presentation at 2025 ABM Conference
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Cover image for Revenue Growth Leadership at JCW
Revenue Growth Leadership at JCW
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Madison Mathis's avatar
Madison Mathis
Baton Rouge, USA
Passion and Delivery
Passion and Delivery
Cover image for Teiron- Complicated
Teiron- Complicated
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Cover image for Video Reel
Video Reel
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Holy
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Isabella Latuso's avatar
Isabella Latuso
Baton Rouge, USA
Social Media Content Creator
Social Media Content Creator
Cover image for Athleta Fall Campaign
Athleta Fall Campaign
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Cover image for TikTok Promotion for FluffCo
TikTok Promotion for FluffCo
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Cover image for TikTok Promotion for JUUS BEAUTY Deodorant
TikTok Promotion for JUUS BEAUTY Deodorant
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