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P
Pavan Kumar

Pavan Kumar

AI Data Annotation & LLM Evaluation Specialist (Freelance)

India flagBangalore, India
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Large Language Models/AI Model Evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

Bounding BoxBounding Box
Object DetectionObject Detection
Text GenerationText Generation
RLHFRLHF
TranscriptionTranscription
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Computer Programming/CodingComputer Programming/Coding
Question AnsweringQuestion Answering
ClassificationClassification
Entity (NER) ClassificationEntity (NER) Classification
Text SummarizationText Summarization
Fine-tuningFine-tuning
Red TeamingRed Teaming
Evaluation/RatingEvaluation/Rating
Function CallingFunction Calling

Freelancer Overview

AI Data Annotation & LLM Evaluation Specialist (Freelance). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Remotasks | Toloka | Hivework | OneForma (, Outlier.ai (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishHindiKannadaTeluguTamil

Labeling Experience

AI Data Annotation & LLM Evaluation Specialist (Freelance)

OtherText
As an AI Data Annotation & LLM Evaluation Specialist, I performed data labeling and model evaluation for large language models. My work involved annotation, prompt engineering, response ranking, and comprehensive quality assurance for LLM outputs. I applied RLHF principles, logical reasoning, and hallucination detection within strict guidelines to support continual model improvement. • Conducted text data labeling, response ranking, and prompt-response pair generation for AI models. • Evaluated AI-generated outputs for accuracy, logical consistency, and factual correctness. • Applied RLHF, hallucination detection, and content validation within quality protocols. • Used multiple platforms including Remotasks, Toloka, Hivework, OneForma, and Outlier.ai for annotation and evaluation tasks.

As an AI Data Annotation & LLM Evaluation Specialist, I performed data labeling and model evaluation for large language models. My work involved annotation, prompt engineering, response ranking, and comprehensive quality assurance for LLM outputs. I applied RLHF principles, logical reasoning, and hallucination detection within strict guidelines to support continual model improvement. • Conducted text data labeling, response ranking, and prompt-response pair generation for AI models. • Evaluated AI-generated outputs for accuracy, logical consistency, and factual correctness. • Applied RLHF, hallucination detection, and content validation within quality protocols. • Used multiple platforms including Remotasks, Toloka, Hivework, OneForma, and Outlier.ai for annotation and evaluation tasks.

2026 - Present

Education

O

Outlier.ai

Remotasks | Toloka | Hivework | OneForma (

Remotasks | Toloka | Hivework | OneForma (
2026

Work History

P

Premier Measurement Solutions Pvt Ltd

Accountant and Operations Executive

Bangalore
2016 - 2022