James M.

Key Skills

Software

OneForma

Clickworker

Appen

Top Subject Matter

School-Teacher

School-Teacher

School-Teacher

Top Data Types

Computer Code Programming

Top Task Types

Segmentation

Transcription

Data Collection

Freelancer Overview

Education includes Bachelor of Education (Science), Laikipia University.I have experience working on data labeling and AI training data projects involving text annotation, content classification, data validation, and quality assurance for machine learning workflows. My work has included labeling datasets for natural language processing tasks such as sentiment analysis, intent recognition, entity tagging, and content moderation, while maintaining high accuracy and consistency according to detailed annotation guidelines. I am comfortable using annotation platforms, reviewing edge cases, and collaborating with QA teams to improve dataset quality and model performance. What sets me apart is my strong attention to detail, ability to follow complex instructions precisely, and commitment to delivering accurate, scalable results under tight deadlines. I have experience handling large datasets, identifying inconsistencies, and maintaining data confidentiality and integrity throughout projects. In addition to technical accuracy, I bring strong communication, analytical thinking, and adaptability, allowing me to quickly learn new labeling standards, domains, and AI workflows across different industries and use cases.

Labeling Experience

aerther

VideoSegmentation

Within the project, responsibilities may include text annotation, classification, sentiment analysis, entity tagging, quality assurance, and reviewing edge cases to maintain consistency across datasets.

2024 - 2026

Education

Work History