Key Skills

Software

Labelbox

Appen

CVAT

Scale AI

Label Studio

Top Subject Matter

Digital Content & Media – Image, Video, and Text Evaluation

E-commerce & Consumer Products – Classification, Categorization, and Data Annotation

General AI Training – Prompt Evaluation, Text Analysis, and Response Quality Assessment

Top Data Types

Image

Video

Document

Top Task Types

Classification

Evaluation Rating

Text Summarization

Question Answering

Prompt Response Writing SFT

Entity Ner Classification

Data Collection

Polygon

Object Detection

Segmentation

Bounding Box

Freelancer Overview

I am a UK-based professional with 13+ years of experience working in structured, detail-oriented environments, including construction planning, coaching, and digital workflows. My work has consistently involved analysing complex information, maintaining high levels of accuracy, and producing clear, consistent outputs—skills directly applicable to data labeling, annotation, and AI training tasks. I have hands-on experience working with AI tools and structured data workflows, including evaluating model outputs, applying guidelines to ambiguous cases, and ensuring consistency across datasets. I am highly comfortable following detailed instructions, making judgment-based decisions, and maintaining quality under time constraints. I am bilingual (English and French) and currently learning Mandarin, supporting multilingual data evaluation and language-based tasks.

Labeling Experience

Education

Work History