Samuel K.

Key Skills

Software

Telus

Top Subject Matter

AI training data for machine learning models

Early-stage AI data projects

Top Data Types

Image

Text

Top Task Types

Classification

Freelancer Overview

Senior Digital Freelancer. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Telus and Neevo. Education includes Certificate, PAWATECH Solution (2024). AI-training focus includes data types such as Image and Text and labeling workflows including Classification.

Labeling Experience

Senior Digital Freelancer

TelusImageClassification

As a Senior Digital Freelancer, I executed high-precision data annotation for global AI developers. My primary activities focused on image classification, text-based data labeling, and peer-reviewed quality control tasks. I provided essential human-in-the-loop feedback to refine machine learning models and conducted peer dataset reviews to maintain high accuracy standards. • Led data annotation projects involving image classification and text labeling across various platforms. • Delivered human-in-the-loop feedback to optimize AI models and reduce bias. • Ensured robust quality assurance through data cleaning and peer review workflows. • Worked with clients such as Telus and Neevo, managing workflow and rapid delivery priorities.

2023 - Present

Digital Freelance Associate

TextClassification

As a Digital Freelance Associate, I was responsible for supporting AI projects through data labeling and maintaining database integrity. My duties included basic text and image tagging for early-stage tech initiatives. I also documented labeling processes and discrepancies to improve guidelines and elevate data quality standards. • Performed foundational text and image tagging for AI model training datasets. • Managed data entry and verified database accuracy for large-scale projects. • Systematically reported and documented common data labeling issues. • Contributed to quality improvements in project guidelines through feedback and process review.

2021 - 2022

Education

Work History