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Abhinav Rai

Generalist Annotator (Independent Contractor) - Outlier AI

INDIA flag
Noida, India
$25.00/hrIntermediateOneforma

Key Skills

Software

OneFormaOneForma

Top Subject Matter

AI model output evaluation and annotation
Audio annotation and comparison for AI
Legal Services & Contract Review

Top Data Types

TextText
AudioAudio
ImageImage
DocumentDocument

Top Task Types

Transcription

Freelancer Overview

Generalist Annotator (Independent Contractor) - Outlier AI. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Technology, KIET, Ghaziabad (2022). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Transcription.

IntermediateHindiEnglish

Labeling Experience

Audio Annotator - Outlier AI

AudioTranscription
I performed audio annotation tasks as part of my work at Outlier AI. This involved comparing AI-generated audio samples with real human recordings. I also supplied corrected audio outputs to support model retraining. • Listened to and compared AI and human audio responses for alignment and quality. • Provided feedback to enhance AI audio model performance. • Corrected outputs used in retraining pipelines for improved accuracy. • Maintained data integrity and labeling consistency throughout tasks.

I performed audio annotation tasks as part of my work at Outlier AI. This involved comparing AI-generated audio samples with real human recordings. I also supplied corrected audio outputs to support model retraining. • Listened to and compared AI and human audio responses for alignment and quality. • Provided feedback to enhance AI audio model performance. • Corrected outputs used in retraining pipelines for improved accuracy. • Maintained data integrity and labeling consistency throughout tasks.

2024 - Present

Generalist Annotator (Independent Contractor) - Outlier AI

Text
As a Generalist Annotator at Outlier AI, I evaluated and compared AI-generated responses for multiple modalities. My tasks focused on assessing accuracy, instruction adherence, and clarity in both text and image outputs. I provided justification for evaluations and supported AI system alignment. • Evaluated and rated over 100 AI-generated responses per task for accuracy and clarity. • Reviewed both text and image outputs for multimodal AI systems. • Drafted concise written justifications explaining evaluation decisions for AI training and feedback. • Ensured consistent high-quality annotation for retraining large language models.

As a Generalist Annotator at Outlier AI, I evaluated and compared AI-generated responses for multiple modalities. My tasks focused on assessing accuracy, instruction adherence, and clarity in both text and image outputs. I provided justification for evaluations and supported AI system alignment. • Evaluated and rated over 100 AI-generated responses per task for accuracy and clarity. • Reviewed both text and image outputs for multimodal AI systems. • Drafted concise written justifications explaining evaluation decisions for AI training and feedback. • Ensured consistent high-quality annotation for retraining large language models.

2024 - Present

Education

K

KIET, Ghaziabad

Bachelor of Technology, Electrical and Electronics Engineering

Bachelor of Technology
2018 - 2022

Work History

F

First Ring Solutions

IT Technical Recruiter

Noida
2023 - 2024