Rohit Pawara

Key Skills

Software

Telus

OneForma

Clickworker

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Geospatial Tiled Imagery

Image

Video

Top Label Types

Evaluation Rating

Question Answering

Text Summarization

Translation Localization

Freelancer Overview

I am an IT professional with hands-on experience in data entry, data management, and annotation, with a strong background in computer applications. My roles have included accurately recording, updating, and maintaining large datasets, ensuring data integrity and confidentiality using various computer software and web-based platforms. I have developed strong organizational, analytical, and problem-solving skills through managing data for official documents and leading teams in dynamic environments. My experience also includes building and managing online communities, which has strengthened my attention to detail and ability to handle complex annotation tasks. I am passionate about contributing to high-quality AI training data and am committed to delivering precise, reliable results in data labeling and annotation projects.

Labeling Experience

AI Data Rater – TELUS International – Project Milky Way

TelusGeospatial Tiled ImageryEvaluation Rating

Evaluated AI-generated and web content for relevance, accuracy, and user intent. Maintained confidentiality when reviewing sensitive and NSFW content. Applied quality standards to a high volume of dataset entries. • Used scoring rubrics and guidelines to rate AI and search content • Reviewed text, images, and video datasets • Enforced strict quality standards and output benchmarks • Ensured compliance with project confidentiality policies

Evaluated AI-generated and web content for relevance, accuracy, and user intent. Maintained confidentiality when reviewing sensitive and NSFW content. Applied quality standards to a high volume of dataset entries. • Used scoring rubrics and guidelines to rate AI and search content • Reviewed text, images, and video datasets • Enforced strict quality standards and output benchmarks • Ensured compliance with project confidentiality policies

2021

AI Rater – Clickworker (via Appen/UHRS)

ClickworkerTextEvaluation Rating

Conducted search relevance and content evaluation tasks for AI systems. Analyzed user intent and rated intent accuracy on evolving search data. Maintained required performance against defined quality metrics. • Labeled search results for quality and relevancy • Analyzed user intent and query accuracy • Ensured adherence to changing project guidelines • Supported dataset improvement through accurate annotation

Conducted search relevance and content evaluation tasks for AI systems. Analyzed user intent and rated intent accuracy on evolving search data. Maintained required performance against defined quality metrics. • Labeled search results for quality and relevancy • Analyzed user intent and query accuracy • Ensured adherence to changing project guidelines • Supported dataset improvement through accurate annotation

2021

AI Data Rater – OneForma

OneformaTextEvaluation Rating

Reviewed, labeled, and validated datasets for AI training and evaluation. Performed quality checks and resolved annotation inconsistencies. Maintained consistent output for ongoing annotation projects. • Labelled and validated large-scale datasets for machine learning • Checked for annotation errors and ensured data integrity • Adhered to project standards and performance benchmarks • Provided feedback to improve annotation guidelines

Reviewed, labeled, and validated datasets for AI training and evaluation. Performed quality checks and resolved annotation inconsistencies. Maintained consistent output for ongoing annotation projects. • Labelled and validated large-scale datasets for machine learning • Checked for annotation errors and ensured data integrity • Adhered to project standards and performance benchmarks • Provided feedback to improve annotation guidelines

2021

AI Data Rater – CrowdGen

AppenTextEvaluation Rating

Validated AI training data for accuracy, relevance, and compliance with guidelines. Conducted structured quality evaluation for ongoing improvement of datasets. Supported project teams with high-standard data review. • Checked annotation accuracy for text-based AI training sets • Ensured compliance with labeling quality standards • Provided structured feedback on labeled data • Focused on text and language model evaluation tasks

Validated AI training data for accuracy, relevance, and compliance with guidelines. Conducted structured quality evaluation for ongoing improvement of datasets. Supported project teams with high-standard data review. • Checked annotation accuracy for text-based AI training sets • Ensured compliance with labeling quality standards • Provided structured feedback on labeled data • Focused on text and language model evaluation tasks

2020

Education

Work History