Mary A.

Key Skills

Software

Other

Top Subject Matter

General AI/Data Labeling

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Entity (NER) Classification

Classification

Freelancer Overview

Data Labeling Job Simulation (Forage). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Science, Lagos State University (2024). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Data Labeling Analyst

OtherTextEntity (NER) ClassificationClassification

I recently completed the Data Labeling virtual job simulation on the Forage platform, which gave me a first-hand look into what it’s like to work on an AI training and data quality team. During the program, I practiced labeling short customer support messages for intent, sentiment, and PII, and later stepped into a reviewer role where I applied Keep/Fix/Flag decisions to improve consistency and guideline clarity. Through this experience, I discovered how much I enjoy the balance of analytical precision and ethical responsibility involved in preparing high-quality data for machine learning — and I’m eager to apply these skills in a data operations or AI support role.

2026 - 2026

Education

Work History