Nuzhat N.

Key Skills

Software

Mercor

Top Subject Matter

Multimodal AI training data annotation and model evaluation

Journalism/Writing/Editing

Entertainment

Top Data Types

Image

Video

Text

Top Task Types

Fine-tuning

Classification

Freelancer Overview

Generalist Expert (Contract) — large-scale annotation workflows for AI fine-tuning (Remote, Mercor). Brings 20+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mercor. Education includes Master of Arts, New York University (2009) and Bachelor of Arts, George Washington University (2006). AI-training focus includes data types such as Image and Video and labeling workflows including Fine-tuning.

Labeling Experience

Generalist Expert (Contract) — large-scale annotation workflows for AI fine-tuning (Remote, Mercor)

MercorImageFine-tuning

Provided accurate, high-throughput annotations to support large-scale training data for AI model fine-tuning. Identified subtle hallucinations in model outputs and wrote rationales to improve training quality. Applied evaluation guidelines with strong attention to detail while generating structured datasets from visual inputs. • Annotated key components in videos and images • Labeled static and dynamic visual information, including temporal sequences and spatial relationships • Produced training-oriented datasets to improve multimodal model understanding • Authored well-reasoned responses to mitigate hallucinations during model evaluation

2026 - Present

Education

Work History