Nagaraj N.

Key Skills

Software

Other

Top Subject Matter

AI model evaluation and LLM content quality (technology, cybersecurity, business, education, and general knowledge)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

Object Detection

Text Generation

Question Answering

Red Teaming

Segmentation

Freelancer Overview

AI Generalist Contributor (Independent Contract – Outlier & DataAnnotation). Brings 19+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Science, University of Bedfordshire and Bachelor of Engineering, Sir M. Visvesvaraya Institute of Technology. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Generalist Contributor (Independent Contract – Outlier & DataAnnotation)

OtherText

Contributed to AI model evaluation and reasoning assessment projects, focusing on improving downstream content quality. Evaluated AI-generated responses for factual accuracy, completeness, logic, and policy compliance across multiple technology and general knowledge areas. Provided structured feedback that was used to improve large language models. • Reviewed responses for factuality, completeness, and reasoning correctness • Assessed logic quality and policy adherence • Performed research-intensive analytical tasks • Supplied structured improvement notes for LLM updates

2025 - Present

Education

Work History