Paul K.

Key Skills

Software

Sama

Top Subject Matter

Machine Learning & Artificial Intelligence dataset labeling (computer vision and ML training data)

Top Data Types

Image

Video

3D Sensor

Top Task Types

Bounding Box

Polygon

Segmentation

Point/Key Point

Object Detection

Classification

Freelancer Overview

Data Associate – Machine Learning & Artificial Intelligence at Sama AI Company. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama. Education includes DIT Certificate as an Automotive Technician, Lugogo Vocational Training Institute (2019) and Uganda Advanced Certificate of Education (UACE), Kinaawa High School (2017). AI-training focus includes data types such as Text and labeling workflows including Entity (NER).

Labeling Experience

Data Associate – Machine Learning & Artificial Intelligence at Sama AI Company

SamaText

Performed precise data annotation, labeling, and entry workflows to support training of machine learning and computer vision datasets. Maintained strict throughput targets and accuracy Service Level Agreements (SLAs) for complex client projects. Collaborated with a support team to identify, troubleshoot, and resolve data anomalies affecting dataset quality. • Labeled dataset records as part of ML dataset preparation. • Ensured high accuracy under client SLA requirements. • Investigated and corrected data anomalies during QA. • Coordinated with team members to maintain consistent labeling standards.

2019 - Present

Education

Work History