Varun Nagwekar

Key Skills

Software

Telus

Labelbox

Top Subject Matter

AI-generated Content

Search Engine Relevance

Legal Services & Contract Review

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Text Generation

Red Teaming

Transcription

Data Collection

Freelancer Overview

AI Data Quality Specialist/AI Content Evaluator. Brings 20+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Commerce, Mumbai University (2011). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Quality Specialist/AI Content Evaluator

OtherText

As an AI Data Quality Specialist/AI Content Evaluator at Alignerr, I evaluate and label AI-generated text for contextual relevance, accuracy, bias detection, and guideline compliance. My role contributes directly to creating high-quality training datasets and validating outputs for model improvement. In addition, I mentor new evaluators to ensure high throughput with minimal quality drift. • Evaluate and label AI-generated text for contextual accuracy and guideline adherence. • Apply error taxonomies to detect and document bias or inconsistencies. • Provide quality assurance feedback to improve future model iterations. • Mentor new team members on evaluation rubrics and standards.

As an AI Data Quality Specialist/AI Content Evaluator at Alignerr, I evaluate and label AI-generated text for contextual relevance, accuracy, bias detection, and guideline compliance. My role contributes directly to creating high-quality training datasets and validating outputs for model improvement. In addition, I mentor new evaluators to ensure high throughput with minimal quality drift. • Evaluate and label AI-generated text for contextual accuracy and guideline adherence. • Apply error taxonomies to detect and document bias or inconsistencies. • Provide quality assurance feedback to improve future model iterations. • Mentor new team members on evaluation rubrics and standards.

2024 - Present

Search Engine Evaluator

TelusText

As a Search Engine Evaluator at Telus Digital, I assessed web search results for relevance, linguistic quality, and cultural alignment with guidelines. The role required consistent judgment at scale to support search engine training and improvement. Each decision contributed to large datasets used in fine-tuning search algorithms. • Rated, classified, and provided feedback on text-based search results. • Ensured guideline-compliant and culturally appropriate output labeling. • Supported training AI models used in major search engine platforms. • Managed diverse query topics to represent global user intent.

As a Search Engine Evaluator at Telus Digital, I assessed web search results for relevance, linguistic quality, and cultural alignment with guidelines. The role required consistent judgment at scale to support search engine training and improvement. Each decision contributed to large datasets used in fine-tuning search algorithms. • Rated, classified, and provided feedback on text-based search results. • Ensured guideline-compliant and culturally appropriate output labeling. • Supported training AI models used in major search engine platforms. • Managed diverse query topics to represent global user intent.

2017 - 2019

Education

Work History