Art Producer & Outsource Lead
Remote Teams · QA · Pipeline Design
I build and manage distributed creative teams at scale — designing QA systems, training Feedback Managers, and creating production pipelines that deliver consistent quality across hundreds of artists in multiple countries.
Management Experience
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The Challenge
Managing 200+ 3D artists and 30 Feedback Managers across 9 countries (Spain, Italy, Russia, India, Colombia, Mexico, Brazil) to deliver thousands of AR assets for Amazon and Wayfair — consistently meeting strict technical specifications despite language barriers, different toolsets, and timezone differences of up to 12 hours.
My Approach
I designed a tiered feedback system using annotated visual references and side-by-side comparisons with target benchmarks — replacing text-only critiques that failed across language barriers. I then trained 30 'Feedback Masters' (senior artists acting as quality ambassadors in regional sub-teams), which multiplied review efficiency without requiring my direct involvement at every level.
The Outcome
Rework cycles dropped significantly as artists internalized the quality language. Assets reached final approval faster, and the team's shared visual vocabulary became a competitive advantage for Hexa3D's Amazon AR pipeline — scalable across hundreds of artists without sacrificing consistency.
Portfolio — Quality Reference
Characters, furniture, and objects showcasing the creative quality standards I manage and enforce across teams

Stylized Game Character – Real-Time (Sketchfab Staff Pick)
Low-poly stylized character optimized for Unity mobile, selected as Sketchfab Staff Pick. Modeling, retopology, UVs, rigging, and integration.

Stylized Mobile Character – Horror Girl
Creepy stylized character with a cartoon-horror aesthetic for mobile, featuring handpainted textures and full real-time integration.

Stylized Mobile Character – Horror Kid
Creepy cartoon kid character for a mobile horror game prototype, inspired by Hello Neighbor. Concept to real-time model with handpainted textures.

Stylized Character – Customizable Unity Asset (Maritza)
Fully customizable stylized character for the Unity Asset Store with hair, skin, and clothing variations plus a UV-offset expression system.

FoxCode – Game Logo (3D)
3D game logo for FoxCode, modeled in 3ds Max and textured in Substance Painter based on an AI-generated concept.

Handpainted Stylized Character for VR – Bud Girl
Stylized VR character based on a concept by Anna Maystrenko — fully handpainted, real-time optimized, with video render presentation.

Product Render – Cosmetic Box
High-fidelity product render of a cosmetic box for e-commerce, produced with precise material and lighting standards.

Product Render – Razor
Photorealistic product render of a razor for e-commerce, with detailed metal and plastic material breakdowns.

Product Render – Beauty Kit
Product render of a beauty kit for e-commerce listings, with clean studio lighting and accurate material representation.

Product Render – Built-In Appliance (Mathfel GmbH)
Photorealistic render of a black built-in appliance for Mathfel GmbH e-commerce, featuring precise matte and gloss material fidelity.

Product Render – Lashes Box
E-commerce product render of a lash packaging box with clean studio lighting and branding-accurate materials.

Product Render – Magnesium Supplement Bottle
High-quality product render of a magnesium supplement bottle for e-commerce, with accurate label and cap material fidelity.

Product Render – Blue Packaging
Multi-asset product render set for a blue packaging line, part of a large-scale e-commerce rendering pipeline.

Product Render – Leto Skincare
Photorealistic render of skincare packaging for the Leto brand, produced for online retail with accurate material and color fidelity.

Product Render – Standing Furniture (Light Brown)
E-commerce product render of a light brown standing furniture piece with clean staging and accurate wood material simulation.

Furniture Visualization – E-commerce Asset (CreativeDrive)
Precise 3D furniture model for Wayfair e-commerce, produced from technical reference at CreativeDrive with AR-ready specifications.

Furniture Visualization – Upholstered Chair (CreativeDrive)
High-fidelity 3D model of an upholstered chair from technical reference, optimized for mobile AR and online retail.

Furniture Visualization – Accent Table (CreativeDrive)
Accurate 3D model of an accent table for Wayfair e-commerce, modeled from manufacturer reference with material fidelity.

Furniture Visualization – Sofa (CreativeDrive)
Detailed 3D sofa model for mobile AR e-commerce at CreativeDrive, from technical schematics with accurate upholstery and proportions.

Furniture Visualization – Storage Unit (CreativeDrive)
3D model of a storage unit for Wayfair's AR catalog, produced with pixel-accurate UV mapping and material specs.

Furniture Visualization – Side Table (CreativeDrive)
E-commerce 3D side table model for Wayfair, part of a large-scale production pipeline at CreativeDrive serving AR and online retail.

Furniture Visualization – Armchair (CreativeDrive)
Photorealistic armchair model for Wayfair's e-commerce AR pipeline, modeled from technical reference at CreativeDrive.

Furniture Visualization – Dresser (CreativeDrive)
High-fidelity dresser model produced for Wayfair's AR mobile catalog at CreativeDrive, with accurate wood grain and hardware materials.

Furniture Visualization – Bookcase (CreativeDrive)
3D bookcase model from technical reference for Wayfair e-commerce, AR-ready and optimized for mobile viewing.

Furniture Visualization – Coffee Table (CreativeDrive)
Detailed 3D coffee table from reference for Wayfair's online catalog, produced at CreativeDrive with clean UV layout and material accuracy.

AR Product Visualization – Hexa3D Pipeline
AR-ready product visualization from the Hexa3D Amazon pipeline — one of thousands of assets managed and quality-checked across 9 countries.

Product Design – Bed (3D Visualization)
3D product visualization of a bed design, combining precise modeling with photorealistic rendering for e-commerce presentation.
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Get in Touch
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Open to consulting, teaching, and long-term contracts. I usually respond within 24 hours.