Frida Mukabi

Key Skills

Software

CloudFactory

iMerit

Appen

CVAT

HiveMind

Top Subject Matter

Generative AI Model Training

Product Dataset Annotation for AI

AI Model Support through Image Annotation

Top Data Types

Image

Video

Text

Document

Top Task Types

Classification

Bounding Box

Segmentation

Polygon

Object Detection

Text Generation

Question Answering

Text Summarization

Data Collection

Prompt + Response Writing (SFT)

Transcription

Freelancer Overview

Data Labeling Specialist (GenAI). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CloudFactory, iMerit, and N. Education includes Bachelor of Arts, University of Kabianga (2023) and Certificate, N/A (2019). AI-training focus includes data types such as Image and Video and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Video Annotation Specialist

VideoClassification

Corrected AI-generated text and annotated videos with precise activity descriptions for Atlas Capture. Ensured high-quality data for ongoing AI model refinement initiatives. Maintained data quality through careful, detailed annotation and video review. • Participated in video labeling for activity recognition and text correction tasks. • Maintained strict data accuracy and consistency. • Supported multidisciplinary AI projects via video annotation. • Provided input on improving annotation workflows and standards.

Corrected AI-generated text and annotated videos with precise activity descriptions for Atlas Capture. Ensured high-quality data for ongoing AI model refinement initiatives. Maintained data quality through careful, detailed annotation and video review. • Participated in video labeling for activity recognition and text correction tasks. • Maintained strict data accuracy and consistency. • Supported multidisciplinary AI projects via video annotation. • Provided input on improving annotation workflows and standards.

Present

Freelance Data Annotator

ImeritImageClassification

Annotated and analyzed image data to support AI model training at iMerit. Applied detailed guidelines to ensure accuracy and consistency in data labeling. Conducted quality checks to flag and address data integrity issues in annotation tasks. • Supported the improvement of AI model performance through image rating and labeling. • Contributed to fast, accurate ratings of AI-generated images. • Maintained rigorous QA in data cleaning processes. • Collaborated with a team in a remote, freelance capacity.

Annotated and analyzed image data to support AI model training at iMerit. Applied detailed guidelines to ensure accuracy and consistency in data labeling. Conducted quality checks to flag and address data integrity issues in annotation tasks. • Supported the improvement of AI model performance through image rating and labeling. • Contributed to fast, accurate ratings of AI-generated images. • Maintained rigorous QA in data cleaning processes. • Collaborated with a team in a remote, freelance capacity.

Present

Data Labeling Specialist (GenAI)

CloudfactoryImage

Annotated, structured, and validated datasets used for training and improving generative AI models. Analyzed live AI interactions to identify trends, errors, and irregularities. Maintained high accuracy and quality standards in a fast-paced production environment. • Conducted evaluations of conversational AI system outputs. • Tracked system performance metrics and generated reports for project teams. • Prepared concise summaries to communicate insights. • Supported optimization of generative and conversational AI tools.

Annotated, structured, and validated datasets used for training and improving generative AI models. Analyzed live AI interactions to identify trends, errors, and irregularities. Maintained high accuracy and quality standards in a fast-paced production environment. • Conducted evaluations of conversational AI system outputs. • Tracked system performance metrics and generated reports for project teams. • Prepared concise summaries to communicate insights. • Supported optimization of generative and conversational AI tools.

2024 - 2025

Data Annotator

CloudfactoryImageClassification

Cleaned, labeled, and organized large-scale product and image datasets for AI applications. Reviewed and verified annotated images for quality and compliance with project requirements. Used spreadsheets to monitor productivity, accuracy, and task completion. • Participated in annotation quality checks and workflow improvement initiatives. • Ensured compliance with labeling standards and project guidelines. • Collaborated to improve data annotation best practices. • Supported performance evaluations for accuracy tracking.

Cleaned, labeled, and organized large-scale product and image datasets for AI applications. Reviewed and verified annotated images for quality and compliance with project requirements. Used spreadsheets to monitor productivity, accuracy, and task completion. • Participated in annotation quality checks and workflow improvement initiatives. • Ensured compliance with labeling standards and project guidelines. • Collaborated to improve data annotation best practices. • Supported performance evaluations for accuracy tracking.

2023 - 2024

Education

Work History