Utkarsh Saha

Key Skills

Software

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Segmentation

Freelancer Overview

I am a detail-oriented engineering graduate with hands-on experience in LLM data annotation, preference-based evaluation, and AI response review. My background includes evaluating AI-generated outputs for factual accuracy, relevance, and strict adherence to guidelines, consistently maintaining high quality scores in remote, SOP-driven workflows. I am skilled in using annotation platforms, AI review tools, and structured documentation to ensure precise data labeling and quality assurance. With strong analytical reasoning and a keen eye for edge cases, I am committed to improving model performance and supporting robust AI training data pipelines.

Labeling Experience

AI training

Data Annotation TechTextSegmentation

I worked on training LLM by evaluating and refining their responses for accuracy and logic. My tasks involved checking technical content, correction, code snippets, and ensuring the model followed specific safety and style guidelines. I focused on providing clear, detailed feedback to improve the model's reasoning capabilities, consistently maintaining a high quality score across all my assigned tasks.

I worked on training LLM by evaluating and refining their responses for accuracy and logic. My tasks involved checking technical content, correction, code snippets, and ensuring the model followed specific safety and style guidelines. I focused on providing clear, detailed feedback to improve the model's reasoning capabilities, consistently maintaining a high quality score across all my assigned tasks.

2024

Education

Work History