Abba A.

Key Skills

Software

Mercor

Top Subject Matter

Text data labeling for statement triage (rule-based classification of type, urgency, and scope)

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

I am interested in AI training and data labeling and have developed a good understanding of how AI models are trained using high-quality human feedback. I pay close attention to detail, follow instructions carefully, and can accurately label, categorize, and evaluate text or image data. I am comfortable using computers, researching information, and learning new tools quickly.

Labeling Experience

Mercor | Data Labeling (rule-based labeling of textual statements)

MercorTextClassification

Labeled and categorized statements according to a fixed rule set for three outputs: Statement Type, Urgency Level, and Scope. Applied priority and override rules (e.g., escalation/warning precedence, escalation forcing urgency to level 3, and request/directive interactions) to ensure consistent labeling outcomes. Completed labeling tasks using the provided labeling instructions and examples to determine the correct combined label for each statement. • Statement Type classification (Greeting, Directive, Request, Update, Warning, Escalation) • Urgency Level classification (Routine, Important, Critical) with override handling • Scope classification (Individual, Team, Organization with largest-scope rule) • Quality adherence to specified override rules and priority order

2025

Education

Work History