For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

Invite to Job
P
Pawan Yadav

Pawan Yadav

Content Quality Reviewer / Generalist

India flagMumbai, India
$20.00/hrIntermediateScale AI

Key Skills

Software

Scale AIScale AI

Top Subject Matter

AI Alignment
LLM Output Evaluation
Red Teaming

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHFRLHF
Red TeamingRed Teaming
Fine-tuningFine-tuning
TranscriptionTranscription
SegmentationSegmentation
ClassificationClassification
Question AnsweringQuestion Answering
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text SummarizationText Summarization
Text GenerationText Generation
Object DetectionObject Detection
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Content Quality Reviewer / Generalist. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, St. Xavier’s College (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

AI Content Specialist & Generalist

Text
Ranked and evaluated AI model outputs using structured RLHF and alignment frameworks. Performed fact-verification and adversarial testing to enhance safety and reduce hallucination in responses. Provided structured feedback and maintained compliance with advanced QA protocols. • Scored AI responses based on accuracy, helpfulness, and safety metrics. • Cross-referenced academic databases for information grounding. • Performed adversarial red teaming to identify and report model biases. • Adhered to rigorous and evolving guideline documentation throughout.

Ranked and evaluated AI model outputs using structured RLHF and alignment frameworks. Performed fact-verification and adversarial testing to enhance safety and reduce hallucination in responses. Provided structured feedback and maintained compliance with advanced QA protocols. • Scored AI responses based on accuracy, helpfulness, and safety metrics. • Cross-referenced academic databases for information grounding. • Performed adversarial red teaming to identify and report model biases. • Adhered to rigorous and evolving guideline documentation throughout.

2024 - 2025

Content Quality Reviewer / Generalist

Text
Conducted cognitive and semantic auditing of AI-generated text outputs, focusing on resolving ambiguities and ensuring nuanced reasoning. Engaged in red teaming to detect bias, hallucinations, and unsafe content within LLM responses. Developed gold-standard datasets and performed comparative evaluation for model alignment and improvement. • Audited complex prose to ensure alignment with project standards and logic. • Executed structured red-teaming to surface critical AI safety issues. • Synthesized 'ground truth' datasets for iterative evaluation cycles. • Maintained high accuracy and QA standards across 5,000+ prompts.

Conducted cognitive and semantic auditing of AI-generated text outputs, focusing on resolving ambiguities and ensuring nuanced reasoning. Engaged in red teaming to detect bias, hallucinations, and unsafe content within LLM responses. Developed gold-standard datasets and performed comparative evaluation for model alignment and improvement. • Audited complex prose to ensure alignment with project standards and logic. • Executed structured red-teaming to surface critical AI safety issues. • Synthesized 'ground truth' datasets for iterative evaluation cycles. • Maintained high accuracy and QA standards across 5,000+ prompts.

2023 - 2024

Education

S

St. Xavier’s College

Bachelor of Arts, English Literature

Bachelor of Arts
2017 - 2019

Work History

O

Oswaal Books

Content Quality Reviewer

Mumbai
2023 - 2024