Key Skills

Software

AWS SageMaker

CVAT

Label Studio

Top Subject Matter

software development

machine learning

data analysis

Top Data Types

Image

Video

Text

Top Task Types

Segmentation

Classification

Freelancer Overview

Education includes Bachelor of Science, Adventist University of Central Africa (2026). I have experience working with AI-related systems through building full-stack applications that integrate data processing, structured inputs, and user-driven workflows. In my projects such as StayNest (a booking platform) and a government communication system, I designed and managed structured data flows, ensuring accuracy, consistency, and usability across different user roles. This involved organizing datasets, handling user-generated content, and maintaining clean data structures in databases like MySQL, MongoDB, and Supabase. My work required attention to detail, validation of inputs, and ensuring data integrity—skills directly relevant to data labeling and AI training processes. What sets me apart is my strong technical foundation combined with a deep understanding of how data is used in real systems. As a full-stack developer, I am comfortable working with large datasets, APIs, and scalable architectures, and I can quickly adapt to annotation tools or labeling guidelines. I am detail-oriented, consistent, and able to follow strict instructions while maintaining high-quality output. Additionally, my ability to understand context, user intent, and system behavior allows me to contribute effectively to tasks such as data categorization, tagging, and training data preparation for AI models.

Labeling Experience

Education

Work History