Wangùi M.

Key Skills

Software

Other

Top Subject Matter

Computer Vision and Image Classification

Computer Vision Fundamentals and Data Labeling Workflows

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Fine-tuning

Freelancer Overview

Freelance AI Data & Digital Tasks (AI Data Trainer/Annotation Quality & Evaluation). Core strengths include Other. Education includes Diploma in Business Management, College (2014). AI-training focus includes data types such as Image and labeling workflows including Evaluation, Rating, and Fine-tuning.

Labeling Experience

Self-Directed AI & Annotation Learning (Training/Practice)

OtherImageFine-tuning

Self-directed learning and practice of AI data workflows for image labeling, object recognition, and dataset quality improvement. Focused on building competence in computer vision concepts and annotation standards through evaluated visual practice. • Practiced image content evaluation and inconsistency identification • Studied annotation standards and dataset quality improvement methods • Learned object recognition and image classification workflow concepts • Applied structured guideline thinking for reliable labeling practice

2024 - Present

Freelance AI Data & Digital Tasks (AI Data Trainer/Annotation Quality & Evaluation)

OtherImage

Remote AI data trainer performing structured content evaluation, categorization, and quality review focused on image-based classification outputs. Assessed visual content for fine-grained differences and identified inconsistencies relative to guidelines and expected labels. • Reviewed classification quality and correctness for image datasets • Detected and flagged inconsistencies in AI-generated outputs • Maintained annotation/quality standards by following structured instructions • Performed ongoing evaluation and QA for dataset reliability

2024 - Present

Education

Work History