Stun Write

Key Skills

Software

Labelbox

Doccano

CVAT

Top Subject Matter

General AI/ML Model Training

NLP/Chatbot Training

Computer Vision Object Detection & Chatbot NLP

Top Data Types

Image

Text

Document

Top Task Types

Bounding Box

Entity (NER) Classification

Object Detection

Freelancer Overview

Data Annotation Specialist (Freelance). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Labelbox, Doccano, and CVAT. Education includes Bachelor of Pharmacy, Obafemi Awolowo University (2020). AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box, Entity (NER) Classification, and Object Detection.

Labeling Experience

Data Annotation Specialist (Freelance)

DoccanoTextEntity Ner Classification

I performed text annotation for sentiment analysis, intent classification, entity tagging, and content categorization for chatbot and NLP training. The work required precise recognition and accurate application of category and entity labels. Datasets were labeled to a high standard with robust inter-annotator agreement and quality checks. • Labeled text for sentiment and intent classification • Tagged entities for NER and chatbot training • Ensured data consistency through rigorous validation • Maintained high accuracy and annotation standards

I performed text annotation for sentiment analysis, intent classification, entity tagging, and content categorization for chatbot and NLP training. The work required precise recognition and accurate application of category and entity labels. Datasets were labeled to a high standard with robust inter-annotator agreement and quality checks. • Labeled text for sentiment and intent classification • Tagged entities for NER and chatbot training • Ensured data consistency through rigorous validation • Maintained high accuracy and annotation standards

2024 - Present

Data Annotation Specialist (Freelance)

LabelboxImageBounding Box

As a freelance Data Annotation Specialist, I labeled and annotated datasets including text and images to support machine learning model training. I performed sentiment analysis, content categorization, image annotation using bounding boxes and segmentation, and ensured high data quality and consistency. I collaborated with project managers to meet deadlines and maintain annotation accuracy. • Labeled images and text for multiple AI/ML projects • Performed entity recognition and sentiment analysis • Conducted data validation and quality assurance • Used specialized annotation tools and managed annotation guidelines

As a freelance Data Annotation Specialist, I labeled and annotated datasets including text and images to support machine learning model training. I performed sentiment analysis, content categorization, image annotation using bounding boxes and segmentation, and ensured high data quality and consistency. I collaborated with project managers to meet deadlines and maintain annotation accuracy. • Labeled images and text for multiple AI/ML projects • Performed entity recognition and sentiment analysis • Conducted data validation and quality assurance • Used specialized annotation tools and managed annotation guidelines

2024 - Present

AI Data Labeling Project (Sample/Portfolio)

CVATImageObject Detection

In this AI Data Labeling Project, I annotated over 5,000 images for object detection focused on vehicles, pedestrian, and traffic sign identification. I performed text labeling for chatbot training including intent and entity annotation. My work contributed directly to high model performance with over 95% inter-annotator agreement. • Labeled large volumes of images for object detection • Annotated text datasets for NLP/Chatbot models • Supported dataset preparation for machine learning • Achieved measurable consistency in annotation outcomes

In this AI Data Labeling Project, I annotated over 5,000 images for object detection focused on vehicles, pedestrian, and traffic sign identification. I performed text labeling for chatbot training including intent and entity annotation. My work contributed directly to high model performance with over 95% inter-annotator agreement. • Labeled large volumes of images for object detection • Annotated text datasets for NLP/Chatbot models • Supported dataset preparation for machine learning • Achieved measurable consistency in annotation outcomes

Not specified

Education

Work History