🌍 Art Production & Outsourcing Track

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.

200+
Artists Managed
30
Feedback Managers
9
Countries Covered

Management Experience

Click any role to expand the full case study

1

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.

2

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.

3

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)
3D Character
FEATURED
View on ArtStation ↗

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.

UnityZBrushMobile
Stylized Mobile Character – Horror Girl
3D Character
View on ArtStation ↗

Stylized Mobile Character – Horror Girl

Creepy stylized character with a cartoon-horror aesthetic for mobile, featuring handpainted textures and full real-time integration.

3D ModelingHandpaintedMobile
Stylized Mobile Character – Horror Kid
3D Character
View on ArtStation ↗

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.

3D ModelingHandpaintedMobile
Stylized Character – Customizable Unity Asset (Maritza)
3D Character
View on ArtStation ↗

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.

UnityCharacter DesignAsset Store
FoxCode – Game Logo (3D)
3D Props
View on ArtStation ↗

FoxCode – Game Logo (3D)

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

3ds MaxSubstance Painter
Handpainted Stylized Character for VR – Bud Girl
3D Character
View on ArtStation ↗

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.

HandpaintedVR3D Modeling
Product Render – Cosmetic Box
Product Viz
View on ArtStation ↗

Product Render – Cosmetic Box

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

3ds MaxV-RayE-commerce
Product Render – Razor
Product Viz
View on ArtStation ↗

Product Render – Razor

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

3ds MaxV-RayE-commerce
Product Render – Beauty Kit
Product Viz
View on ArtStation ↗

Product Render – Beauty Kit

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

3ds MaxV-RayE-commerce
Product Render – Built-In Appliance (Mathfel GmbH)
Product Viz
View on ArtStation ↗

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.

3ds MaxV-RayE-commerce
Product Render – Lashes Box
Product Viz
View on ArtStation ↗

Product Render – Lashes Box

E-commerce product render of a lash packaging box with clean studio lighting and branding-accurate materials.

3ds MaxV-RayE-commerce
Product Render – Magnesium Supplement Bottle
Product Viz
View on ArtStation ↗

Product Render – Magnesium Supplement Bottle

High-quality product render of a magnesium supplement bottle for e-commerce, with accurate label and cap material fidelity.

3ds MaxV-RayE-commerce
Product Render – Blue Packaging
Product Viz
View on ArtStation ↗

Product Render – Blue Packaging

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

3ds MaxV-RayE-commerce
Product Render – Leto Skincare
Product Viz
View on ArtStation ↗

Product Render – Leto Skincare

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

3ds MaxV-RayE-commerce
Product Render – Standing Furniture (Light Brown)
Product Viz
View on ArtStation ↗

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.

3ds MaxV-RayE-commerce
Furniture Visualization – E-commerce Asset (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – E-commerce Asset (CreativeDrive)

Precise 3D furniture model for Wayfair e-commerce, produced from technical reference at CreativeDrive with AR-ready specifications.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Upholstered Chair (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Upholstered Chair (CreativeDrive)

High-fidelity 3D model of an upholstered chair from technical reference, optimized for mobile AR and online retail.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Accent Table (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Accent Table (CreativeDrive)

Accurate 3D model of an accent table for Wayfair e-commerce, modeled from manufacturer reference with material fidelity.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Sofa (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Sofa (CreativeDrive)

Detailed 3D sofa model for mobile AR e-commerce at CreativeDrive, from technical schematics with accurate upholstery and proportions.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Storage Unit (CreativeDrive)
Product Viz
View on ArtStation ↗

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.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Side Table (CreativeDrive)
Product Viz
View on ArtStation ↗

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.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Armchair (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Armchair (CreativeDrive)

Photorealistic armchair model for Wayfair's e-commerce AR pipeline, modeled from technical reference at CreativeDrive.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Dresser (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Dresser (CreativeDrive)

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

3ds MaxSubstance PainterWayfair
Furniture Visualization – Bookcase (CreativeDrive)
Product Viz
View on ArtStation ↗

Furniture Visualization – Bookcase (CreativeDrive)

3D bookcase model from technical reference for Wayfair e-commerce, AR-ready and optimized for mobile viewing.

3ds MaxSubstance PainterWayfair
Furniture Visualization – Coffee Table (CreativeDrive)
Product Viz
View on ArtStation ↗

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.

3ds MaxSubstance PainterWayfair
AR Product Visualization – Hexa3D Pipeline
Product Viz
FEATURED
View on ArtStation ↗

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.

AR3D ModelingAmazon
Product Design – Bed (3D Visualization)
Product Viz
View on ArtStation ↗

Product Design – Bed (3D Visualization)

3D product visualization of a bed design, combining precise modeling with photorealistic rendering for e-commerce presentation.

3D ModelingProduct DesignE-commerce

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