Faith F.

Key Skills

Software

Labelbox

CVAT

Mindrift

Micro1

Remotasks

SuperAnnotate

Toloka

Top Subject Matter

AI model training datasets (image and video)

High-quality annotated image and video datasets for AI training/evaluation

Freelance AI training data annotation (images/videos)

Top Data Types

Image

Video

Text

Document

Top Task Types

Classification

Object Detection

Prompt + Response Writing (SFT)

Text Summarization

Evaluation/Rating

Question Answering

Segmentation

Freelancer Overview

I am a detail-oriented AI Data Annotator and Agent Trainer with extensive experience creating, labeling, and auditing high-quality datasets for machine learning models. Having worked across key contract and freelance roles at Micro 1 AI and Turing, I have mastered critical techniques like image/video annotation, object identification, action segmentation, and attribute tagging. My core focus is always on producing reliable, error-free training data while maintaining strict guideline compliance under tight deadlines. What truly sets me apart is my advanced expertise in quality assurance, dataset auditing, and team leadership. I have a proven track record of conducting rigorous QA audits to correct data anomalies, tracking performance metrics, and coaching other annotators to improve team efficiency. Combining this technical proficiency in tools like Labelbox and CVAT with the analytical precision of a Bachelor of Laws degree, I deliver the highly structured data necessary to successfully power advanced AI models.

Labeling Experience

AI Annotator (Micro 1 AI, Contract)

LabelboxImage

Produced high-quality annotations and outcome evaluations to support AI model training. Maintained consistent labeling quality across large datasets by identifying subtle differences and ensuring compliance with labeling standards. Documented task completion status, detected errors, and tracked performance metrics to improve dataset reliability. • Used Labelbox and CVAT to deliver efficient and accurate image/video annotations. • Identified subtle visual differences to preserve consistency across large datasets. • Tracked quality signals (errors, completion status) to ensure dataset reliability. • Ensured annotations met project requirements and supported downstream model training.

2025 - 2025

Data Annotator (Turing, Contract)

Image

Trained and evaluated AI models using high-quality annotated image and video datasets. Maintained consistent labeling standards under tight deadlines to support scalable dataset creation. Performed quality assurance audits to identify and correct annotation errors, improving dataset accuracy and reliability. • Conducted QA audits to detect and correct annotation mistakes. • Recalibrated and coached annotators to improve efficiency and compliance. • Maintained consistent labeling across large-scale datasets. • Improved dataset accuracy through corrected annotations.

2024 - 2025

AI Agent Trainer (Freelance)

ImageClassification

Annotated large-scale image and video datasets with high accuracy and strict adherence to project requirements. Analyzed video data by identifying tasks, writing clear captions, and breaking actions into step-by-step instructions. Supported AI model training and evaluation through precise data labeling and structured annotations while following provided guidelines. • Annotated image and video content at large scale with guideline compliance. • Created captions and decomposed actions into step-by-step instructions. • Ensured standardization and accuracy through strict adherence to requirements. • Provided structured annotations to support model training and evaluation.

2023 - 2024

Education

Work History