Kimberly I.

Key Skills

Software

Appen

Roboflow

Remotasks

Clickworker

CVAT

LabelImg

Labelbox

Top Subject Matter

Computer Vision/Technical Data

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Video

Text

Document

Top Task Types

Transcription

Data Collection

Prompt + Response Writing (SFT)

Question Answering

Text Generation

Polygon

Bounding Box

Cuboid

Text Summarization

Fine-tuning

Evaluation/Rating

Freelancer Overview

Technical Data Specialist & Annotator (Contract/Freelance). Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CVAT. Education includes Bachelor of Science, University of Nigeria, Nsukka (2027). AI-training focus includes data types such as Image and labeling workflows including Bounding Box.

Labeling Experience

Technical Data Specialist & Annotator (Contract/Freelance)

CVATImageBounding Box

As a Technical Data Specialist & Annotator, I performed high-precision image and video annotation to provide ground truth data for AI models. I utilized CVAT to audit and label large-scale datasets, ensuring accuracy and consistency. I resolved edge cases and maintained detailed documentation throughout the labeling process. • Delivered high-quality annotations for computer vision model training • Ensured 100% accuracy and structured data integrity • Addressed challenging labeling scenarios with attention to detail • Worked independently to meet strict project deadlines

2022 - Present

Education

Work History