Emmanuel A.

Key Skills

Software

Telus

Mindrift

Mercor

Top Subject Matter

Artificial Intelligence / Data Annotation

Financial Services (Banking & Investments)

Compliance / KYC & AML Operations

Top Data Types

Video

Image

Top Task Types

Question Answering

Evaluation/Rating

Classification

Segmentation

Freelancer Overview

Through my work with Outlier, TELUS International, and Atlas Capture, I have contributed to AI training projects involving response evaluation, preference ranking, data annotation, and quality review. I have assessed AI outputs for accuracy, relevance, reasoning quality, and adherence to guidelines, helping improve model performance across a range of tasks. These projects required strong attention to detail, independent judgment, and the ability to apply complex instructions consistently while maintaining high-quality standards and meeting deadlines.

Labeling Experience

Data Annotation Specialist

VideoClassification

At Atlas Capture, I worked on video annotation projects that involved reviewing and labeling video content to support the training and improvement of computer vision and machine learning models. My responsibilities included accurately identifying, categorizing, and tagging objects, actions, and visual elements within video datasets according to detailed project guidelines. The role required a high level of concentration, consistency, and attention to detail to ensure annotation accuracy across large volumes of data. I also performed quality checks, followed annotation protocols closely, and maintained productivity targets while delivering reliable datasets for AI model development.

2025 - 2026

Education

Work History