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D

Diana Nguuti

Senior Image Editor & Content Creator

KENYA flag
Nairobi, Kenya
Expert

Key Skills

Software

No software listed

Top Subject Matter

AI visual data annotation for model training
Image and animation annotation for AI and digital campaigns
Image annotation for AI-content creation tools

Top Data Types

ImageImage

Top Task Types

Segmentation

Freelancer Overview

Senior Image Editor & Content Creator. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Adobe Creative Suite, Internal, and Proprietary Tooling. Education includes Bachelor of Arts, Kenyatta University (2018). AI-training focus includes data types such as Image and labeling workflows including Segmentation.

Expert

Labeling Experience

Senior Image Editor & Content Creator

ImageSegmentation
I executed advanced image manipulations and attribute modifications specifically for large-scale visual data projects designed for AI model training. My work maintained rigorous technical accuracy, particularly through tasks like in-painting, out-painting, and realistic background extension, optimizing images for annotated training datasets. I collaborated with technical teams to align visual data with specification benchmarks for AI visual experiences. • Led workflows adhering to strict technical rubrics for AI data labeling • Ensured pixel-level accuracy and visual fidelity for training use • Utilized advanced editing and annotation tools throughout all stages • Delivered on high-volume, tight-deadline annotation and QA projects.

I executed advanced image manipulations and attribute modifications specifically for large-scale visual data projects designed for AI model training. My work maintained rigorous technical accuracy, particularly through tasks like in-painting, out-painting, and realistic background extension, optimizing images for annotated training datasets. I collaborated with technical teams to align visual data with specification benchmarks for AI visual experiences. • Led workflows adhering to strict technical rubrics for AI data labeling • Ensured pixel-level accuracy and visual fidelity for training use • Utilized advanced editing and annotation tools throughout all stages • Delivered on high-volume, tight-deadline annotation and QA projects.

2023 - Present

Motion Graphics & Photo Editor

ImageSegmentation
I performed precision-based photo retouching, object removal, and frame-level editing to prepare images and animations for digital campaigns and AI optimization. My focus included rigorous attention to detailed rubrics needed for effective computer vision training sets. High-quality, consistent visual output was delivered under well-defined labeling requirements. • Conducted detailed in-painting, masking, and object manipulation • Applied frame-by-frame continuity techniques for animation data labeling • Followed technical labeling instructions to meet data integrity standards • Delivered consistent, high-volume annotated image batches for training

I performed precision-based photo retouching, object removal, and frame-level editing to prepare images and animations for digital campaigns and AI optimization. My focus included rigorous attention to detailed rubrics needed for effective computer vision training sets. High-quality, consistent visual output was delivered under well-defined labeling requirements. • Conducted detailed in-painting, masking, and object manipulation • Applied frame-by-frame continuity techniques for animation data labeling • Followed technical labeling instructions to meet data integrity standards • Delivered consistent, high-volume annotated image batches for training

2021 - 2023

Junior Graphic Designer

ImageSegmentation
I managed post-production of brand assets with a focus on high-accuracy color correction and complex layer masking incorporated into image datasets for AI-assisted editing tools. Leveraging evolving annotation and AI-content creation software, I ensured annotation quality and workflow efficiency. Expertise was built in visual continuity and technical labeling within high-volume editing queues. • Utilized proprietary and AI-driven annotation software for image datasets • Maintained accurate color and detail for labeled image quality • Developed and followed structured processes for visual annotation • Supported early-stage training data creation for proprietary AI tools

I managed post-production of brand assets with a focus on high-accuracy color correction and complex layer masking incorporated into image datasets for AI-assisted editing tools. Leveraging evolving annotation and AI-content creation software, I ensured annotation quality and workflow efficiency. Expertise was built in visual continuity and technical labeling within high-volume editing queues. • Utilized proprietary and AI-driven annotation software for image datasets • Maintained accurate color and detail for labeled image quality • Developed and followed structured processes for visual annotation • Supported early-stage training data creation for proprietary AI tools

2019 - 2021

Education

K

Kenyatta University

Bachelor of Arts, Graphic Design

Bachelor of Arts
2015 - 2018

Work History

D

Dotsavvy

Senior Image Editor & Content Creator

Nairobi
2023 - Present
S

Squad Digital

Motion Graphics & Photo Editor

Nairobi
2021 - 2023