Melonie Gibbs

Key Skills

Software

Other

Toloka

CloudFactory

Mercor

Micro1

Mindrift

Top Subject Matter

Home organization

Automation Domain Expertise

General AI training data

Top Data Types

Image

Audio

Text

Top Task Types

Classification

Bounding Box

Polygon

Transcription

Object Detection

Freelancer Overview

Data Annotator | HomeClutterbot. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Toloka, and CloudFactory. Education includes Doctor of Philosophy, Washington University in St. Louis (2013) and Master of Arts, University of Iowa (2008). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

Data Annotator | HomeClutterbot

OtherImageClassification

As a Data Annotator at HomeClutterbot, I contributed to high-quality data annotation for AI training. I meticulously labeled and reviewed image data according to strict project guidelines. My work resulted in improved accuracy and enhanced model performance. • Ensured accuracy and completeness of annotations through regular reviews • Collaborated with data scientists and engineers to maintain data quality • Adopted new annotation techniques to boost efficiency • Maintained detailed records and reported challenges promptly

As a Data Annotator at HomeClutterbot, I contributed to high-quality data annotation for AI training. I meticulously labeled and reviewed image data according to strict project guidelines. My work resulted in improved accuracy and enhanced model performance. • Ensured accuracy and completeness of annotations through regular reviews • Collaborated with data scientists and engineers to maintain data quality • Adopted new annotation techniques to boost efficiency • Maintained detailed records and reported challenges promptly

2025 - 2025

Junior Data Annotator | Toloka

TolokaImageClassification

In my role as Junior Data Annotator at Toloka, I managed annotation of over 50,000 image data points. I utilized sophisticated annotation tools to enhance data quality and reduce errors. My contributions directly improved machine learning model reliability and precision. • Led a team project to increase data processing efficiency • Regularly collaborated with data scientists to refine validation protocols • Provided feedback to improve annotation tool usability • Assisted in training machine learning models for high accuracy

In my role as Junior Data Annotator at Toloka, I managed annotation of over 50,000 image data points. I utilized sophisticated annotation tools to enhance data quality and reduce errors. My contributions directly improved machine learning model reliability and precision. • Led a team project to increase data processing efficiency • Regularly collaborated with data scientists to refine validation protocols • Provided feedback to improve annotation tool usability • Assisted in training machine learning models for high accuracy

2024 - 2024

Junior Data Annotator | Cloudfactory

CloudfactoryImageClassification

As a Junior Data Annotator at Cloudfactory, I handled the annotation of large volumes of image data. My careful attention to accuracy led to a high-quality dataset critical for AI development. I also supported onboarding and data validation for new team members. • Annotated 30,000 data points with a strong accuracy rate • Developed training material to aid new annotators • Conducted review sessions to ensure data consistency • Improved overall onboarding processes for annotation projects

As a Junior Data Annotator at Cloudfactory, I handled the annotation of large volumes of image data. My careful attention to accuracy led to a high-quality dataset critical for AI development. I also supported onboarding and data validation for new team members. • Annotated 30,000 data points with a strong accuracy rate • Developed training material to aid new annotators • Conducted review sessions to ensure data consistency • Improved overall onboarding processes for annotation projects

2023 - 2023

Education

Work History