Caterina T.

Key Skills

Software

Other

CloudFactory

Top Subject Matter

Academic qualitative research

AI training dataset quality assurance

Legal Services & Contract Review

Top Data Types

Text

Image

Document

Top Task Types

Entity (NER) Classification

Classification

Freelancer Overview

Junior Research Assistant (Internship) | University of Nairobi. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and CloudFactory. Education includes Bachelor of Science, University of Nairobi (2023) and Certificate, Online Course (2024). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification and Classification.

Labeling Experience

Data Entry & Content Associate | CloudFactory Kenya

CloudFactoryTextClassification

Serves as a Data Entry & Content Associate categorizing and tagging large datasets to support machine learning model development. Performs rigorous fact-checking of AI-generated content against verified real-world sources to ensure accuracy and guideline compliance. Maintains high daily production targets while meeting a 98%+ accuracy rate and contributes to iterative improvements of labeling workflows. • Categorization and tagging of text data for ML training • Fact-checking and guideline adherence for labeled content • Error identification and quality control to meet accuracy targets • Collaboration with team leads to refine labeling guidelines

2024 - Present

Junior Research Assistant (Internship) | University of Nairobi

OtherTextEntity (NER) Classification

Worked as a Junior Research Assistant (Intern) supporting qualitative research data preparation and organization for academic projects. Coded and transcribed interview data while ensuring precise categorization according to research themes. Verified citations and cross-referenced data points to maintain integrity of the labeled dataset. • Transcription and coding of interview content • Theme-based categorization of qualitative text • Citation verification and cross-referencing • Digital archive management with institution-aligned labeling standards

2023 - 2023

Education

Work History