Zeke Paul

Key Skills

Software

Sama

Other

Top Subject Matter

Machine Learning/Computer Vision

Machine Learning/Data Preparation

Top Data Types

Image

Text

Top Task Types

Bounding Box

Classification

Freelancer Overview

AI Data Annotation Associate. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama and Other. Education includes Bachelor of Science, Technical University of Kenya (2022). AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box and Classification.

Labeling Experience

Technical Support & Data Assistant

OtherTextClassification

As a Technical Support & Data Assistant, I was involved in processing and preparing data for machine learning pipelines. My tasks involved data cleaning, formatting, and dataset structuring using Python scripting and Linux command-line tools. I ensured data consistency and resolution of anomalies in support of AI training workflows. • Utilized Python and Bash scripts to clean and preprocess text and tabular data. • Automated workflow operations for improved data integrity and quality. • Managed dataset formatting and standardization for AI readiness. • Enhanced data pipeline efficiency and reduced manual intervention.

As a Technical Support & Data Assistant, I was involved in processing and preparing data for machine learning pipelines. My tasks involved data cleaning, formatting, and dataset structuring using Python scripting and Linux command-line tools. I ensured data consistency and resolution of anomalies in support of AI training workflows. • Utilized Python and Bash scripts to clean and preprocess text and tabular data. • Automated workflow operations for improved data integrity and quality. • Managed dataset formatting and standardization for AI readiness. • Enhanced data pipeline efficiency and reduced manual intervention.

2024 - Present

AI Data Annotation Associate

SamaImageBounding Box

As an AI Data Annotation Associate at Samasource AI, I was responsible for annotating large-scale image, video, and LiDAR datasets. My duties included applying 2D/3D bounding boxes, semantic segmentation, polygon annotation, and object classification and tracking to datasets. Precision, consistency, and strict adherence to complex annotation guidelines were paramount to maintain high dataset quality. • Performed high-volume image, video, and 3D (LiDAR) data annotation with advanced techniques. • Conducted 2D/3D bounding box, semantic segmentation, polygon annotation, classification, and tracking. • Executed rigorous self-QA and peer review processes to ensure labeling precision. • Addressed complex cases involving occlusions, noise filtering, and low-density LiDAR points.

As an AI Data Annotation Associate at Samasource AI, I was responsible for annotating large-scale image, video, and LiDAR datasets. My duties included applying 2D/3D bounding boxes, semantic segmentation, polygon annotation, and object classification and tracking to datasets. Precision, consistency, and strict adherence to complex annotation guidelines were paramount to maintain high dataset quality. • Performed high-volume image, video, and 3D (LiDAR) data annotation with advanced techniques. • Conducted 2D/3D bounding box, semantic segmentation, polygon annotation, classification, and tracking. • Executed rigorous self-QA and peer review processes to ensure labeling precision. • Addressed complex cases involving occlusions, noise filtering, and low-density LiDAR points.

2023 - 2024

Education

Work History