David M.

Key Skills

Software

Mercor

Other

Top Subject Matter

Natural language understanding (NLP) dataset quality assurance and evaluation

Content moderation and recommendation dataset labeling

Legal Services & Contract Review

Top Data Types

Document

Audio

Text

Top Task Types

Object Detection

Text Generation

Question Answering

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Trainer (Independent Contractor) — Mercor AI. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor and Other. Education includes Bachelor of Mechanical Engineering, Ahmadu Bello University (2024). AI-training focus includes data types such as Document and Audio and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

Labeling Experience

AI Trainer & Moderator — Aurora

OtherAudioEntity (NER) Classification

Evaluated user-generated content for accuracy and compliance with community standards. Tagged and categorized multimedia data to improve content recommendation systems. Moderated and delivered high-quality results under tight deadlines while managing large data volumes. • Assessed UGC accuracy and policy compliance • Tagged and categorized multimedia data • Supported content recommendation improvement • Managed throughput for large labeling volumes

2025

AI Data Trainer (Independent Contractor) — Mercor AI

MercorDocument

Reviewed and categorized large datasets for machine learning applications, preparing data for downstream model training and evaluation. Designed evaluation rubrics and applied them to assess AI model outputs in natural language understanding tasks. Executed QA checks on labeled datasets to ensure consistent application of project guidelines. • Reviewed and categorized datasets for ML readiness • Created and applied evaluation rubrics • Provided written feedback to engineering teams to reduce model bias • Performed QA checks to verify labeling guideline consistency

2025

Education

Work History