Purity W.

Key Skills

Software

Other

Sama

Appen

Clickworker

Top Subject Matter

Transportation/technology Domain Expertise

Content Moderation/Social Media

Data Annotation/Business Analytics

Top Data Types

Image

Text

Document

Top Task Types

Classification

Bounding Box

Polygon

Cuboid

Object Detection

Question Answering

Segmentation

Freelancer Overview

Operations Associate. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Sama. Education includes Bachelor of Science, Laikipia University (2021). AI-training focus includes data types such as Image and Text and labeling workflows including Classification.

Labeling Experience

Operations Associate

OtherImageClassification

As an Operations Associate at Uber / Fuzu Kenya, I consistently labeled and validated image data for quality control. My responsibilities included tagging images and ensuring labeling accuracy according to structured guidelines. This role required reporting anomalies to maintain the integrity of operational workflows. • Verified, labeled, and validated images for precision and consistency. • Maintained strict adherence to labeling procedures and schedules. • Supported quality assurance through detailed anomaly reporting. • Worked with cross-functional teams on operational improvements.

2025 - Present

Content Moderator

OtherTextClassification

As a Content Moderator at Ison Xperience Kenya, I was involved in annotating, tagging, and categorizing user-generated content for AI model training. The work demanded a high level of accuracy and policy compliance. I maintained productivity and handled confidential material under tight deadlines. • Moderated and annotated text, images, and video content for compliance. • Tagged and categorized data for AI learning datasets. • Performed quality checks and escalated risk content when necessary. • Collaborated to enhance moderation processes and tools.

2024 - 2025

Data Analyst Agent

SamaTextClassification

As a Data Analyst Agent at Sama DC, Kenya, I processed, tagged, and validated structured text data for use in AI and analytical projects. I performed data cleaning and monitored datasets to ensure compliance and reduce errors. The role involved preparing accurate reports and timely delivery of validated datasets. • Tagged and validated data to improve dataset integrity. • Cleaned and monitored data for discrepancies and compliance. • Reduced duplication errors and maintained accuracy standards. • Delivered reports and organized validated datasets as required.

2021 - 2022

Education

Work History