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L

Leah M.

Search Quality Analyst - RWS

USA flagCranberry Township, Usa

Key Skills

Software

Data Annotation TechData Annotation Tech
CVATCVAT

Top Subject Matter

AI training dataset quality evaluation (visual and text content)

Top Data Types

ImageImage

Top Task Types

No task types listed

Freelancer Overview

I currently work as a Search Quality Analyst at RWS, where I evaluate and rate search results and AI-generated outputs using structured guidelines. This involves consistent classification and relevance judgments across large datasets, requiring attention to detail and adherence to strict labeling rules used in AI training workflows. In addition, I perform image segmentation and dataset organization as part of my commercial photography and licensing workflow. This includes using Photoshop to isolate subjects from backgrounds to create clean PNG assets, as well as labeling and organizing image sets with structured attributes such as subject type, composition, lighting, color, and usage category. These processes involve precise visual classification and boundary definition similar to manual annotation tasks used in computer vision data preparation.

Labeling Experience

Botanical Instance Segmentation – Studio Floral Set

ImageImageSegmentationSegmentation

A curated set of floral still life images designed for instance segmentation tasks. Subjects include individual botanical elements such as petals, flowers, and stems designed for precise boundary annotation and mask creation.

2025 - Present

Search Quality Analyst - RWS

TextTextEvaluation/RatingEvaluation/Rating

Evaluated image and text-based search results for relevance, quality, and guideline adherence. Assessed visual clarity, contextual accuracy, and consistency in AI training data. Provided structured ratings and objective justifications to support dataset quality control.

2025 - Present

Work History

R

RWS

Search Quality Analyst

Cranberry Township
2025 - Present
T

The Salted Image

Owner & Creative Director

Cranberry Township
2005 - Present