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Avinash Sunhare

CAP Associate – AI Data Annotation & Content Review

India flagbhopal, India
$6.00/hrIntermediateOtherImerit

Key Skills

Software

Other
iMeritiMerit

Top Subject Matter

Transactional and behavioral data for AI/ML
Text data for ML/LLM training
Legal Services & Contract Review

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Classification
RLHF
Question Answering
Text Generation
Data Collection

Freelancer Overview

CAP Associate – AI Data Annotation & Content Review. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Business Administration, Career College. AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglish

Labeling Experience

CAP Associate – AI Data Annotation & Content Review

TextClassification
Reviewed, tagged, and classified large-scale transactional and behavioral datasets for AI and machine learning development. Maintained high accuracy and productivity while handling sensitive and NSFW content, ensuring rigorous adherence to annotation guidelines and safety policies. Participated actively in quality audits, feedback loops, and data decision documentation to promote consistency. • Conducted content review and classification in compliance with strict internal standards • Provided input during calibration sessions to reduce annotation errors • Evaluated data for risk and flagged edge-case or high-risk content • Supported the improvement of dataset quality through continuous audits and rationale tracking

Reviewed, tagged, and classified large-scale transactional and behavioral datasets for AI and machine learning development. Maintained high accuracy and productivity while handling sensitive and NSFW content, ensuring rigorous adherence to annotation guidelines and safety policies. Participated actively in quality audits, feedback loops, and data decision documentation to promote consistency. • Conducted content review and classification in compliance with strict internal standards • Provided input during calibration sessions to reduce annotation errors • Evaluated data for risk and flagged edge-case or high-risk content • Supported the improvement of dataset quality through continuous audits and rationale tracking

2024 - 2025

Freelance AI Data Annotator – Innodata

OtherTextClassification
Reviewed and labeled AI training datasets as a freelance annotator supporting ML and LLM development. Performed content classification, taxonomy tagging, and validation with a focus on sensitive content. Adhered strictly to annotation guidelines, participating in calibration and quality feedback to ensure high dataset consistency. • Taxonomy tagging and categorization of diverse text content • Label validation and quality checking for accuracy • Regular participation in feedback and calibration sessions • Maintained high data quality standards throughout project duration

Reviewed and labeled AI training datasets as a freelance annotator supporting ML and LLM development. Performed content classification, taxonomy tagging, and validation with a focus on sensitive content. Adhered strictly to annotation guidelines, participating in calibration and quality feedback to ensure high dataset consistency. • Taxonomy tagging and categorization of diverse text content • Label validation and quality checking for accuracy • Regular participation in feedback and calibration sessions • Maintained high data quality standards throughout project duration

2024 - 2024

Education

C

Career College

Bachelor of Business Administration, Analytics and Project Management

Bachelor of Business Administration
Not specified

Work History

I

innodata

AI/LLM analyst

Bhopal
2025 - 2026
C

CAP Associate.

Amazon

Location not specified
2024 - 2025