Caren Soita

Key Skills

Software

Sama

Top Subject Matter

Internet Research and Image Annotation

Data Labeling and Annotation - Multiple Projects

Data Labeling Quality/Team Leadership

Top Data Types

Text

Document

Image

Top Task Types

Classification

Freelancer Overview

Certificate Trainee - Image Annotation (Samaschool Nairobi). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Sama. Education includes Certificate, Samaschool Nairobi (2017) and Bachelor of Arts, Moi University (2018). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

Subject Matter Expert (SME) - SamaSource Kenya

SamaImageClassification

As Subject Matter Expert (SME) for SamaSource Kenya, I managed team performance and provided advanced guidance on data labeling tasks. My main responsibilities included tracking project outcomes, conducting training, and quality evaluation for image annotation workflows. I ensured optimal labeling accuracy and agent preparedness for evolving project requirements. • Monitored agent performance on annotation tasks • Provided hands-on support and policy updates • Conducted regular training on annotation tools • Maintained documentation for best labeling practices

As Subject Matter Expert (SME) for SamaSource Kenya, I managed team performance and provided advanced guidance on data labeling tasks. My main responsibilities included tracking project outcomes, conducting training, and quality evaluation for image annotation workflows. I ensured optimal labeling accuracy and agent preparedness for evolving project requirements. • Monitored agent performance on annotation tasks • Provided hands-on support and policy updates • Conducted regular training on annotation tools • Maintained documentation for best labeling practices

2021 - 2022

Quality Analyst, Data Annotation and QA

SamaImageClassification

As Quality Analyst at Samasource Nairobi, I performed data reviews and coached agents on annotation accuracy and guidelines. The role involved supervising data entry and labeling tasks to maintain consistent quality for AI projects. Ensured compliance with project standards while promoting team development in data labeling. • Oversaw data labeling operations and audits • Conducted regular training on annotation quality • Coordinated with clients on annotation requirements • Enhanced quality assurance frameworks for image data

As Quality Analyst at Samasource Nairobi, I performed data reviews and coached agents on annotation accuracy and guidelines. The role involved supervising data entry and labeling tasks to maintain consistent quality for AI projects. Ensured compliance with project standards while promoting team development in data labeling. • Oversaw data labeling operations and audits • Conducted regular training on annotation quality • Coordinated with clients on annotation requirements • Enhanced quality assurance frameworks for image data

2022 - 2021

Education

Work History