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R

Renu Kumari

Independent AI Training & Content Evaluation

INDIA flag
Ranchi, India
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

Large Language Models
Creative Storytelling
Technical Writing

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHF

Freelancer Overview

Independent AI Training & Content Evaluation. 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 Arts, Vikram Singh Kanya Mahavidyalay (2009). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Intermediate

Labeling Experience

Independent AI Training & Content Evaluation

TextRLHF
As an independent AI trainer and content evaluator, I specialized in enhancing large language models through RLHF and prompt engineering. My responsibilities included evaluating, ranking, and fact-checking LLM outputs while eliminating hallucinations to improve alignment and quality. I also crafted red-teaming scenarios and produced Golden Responses to support supervised fine-tuning processes. • Evaluated and ranked LLM responses using HHH (Helpfulness, Honesty, Harmlessness) guidelines. • Conducted adversarial red-teaming via complex, multi-turn prompt creation to test boundaries. • Created high-fidelity datasets by transforming robotic responses into natural, nuanced, human-like text. • Applied advanced logic and reasoning for model evaluation in creative, technical, and business domains.

As an independent AI trainer and content evaluator, I specialized in enhancing large language models through RLHF and prompt engineering. My responsibilities included evaluating, ranking, and fact-checking LLM outputs while eliminating hallucinations to improve alignment and quality. I also crafted red-teaming scenarios and produced Golden Responses to support supervised fine-tuning processes. • Evaluated and ranked LLM responses using HHH (Helpfulness, Honesty, Harmlessness) guidelines. • Conducted adversarial red-teaming via complex, multi-turn prompt creation to test boundaries. • Created high-fidelity datasets by transforming robotic responses into natural, nuanced, human-like text. • Applied advanced logic and reasoning for model evaluation in creative, technical, and business domains.

2025 - Present

Education

V

Vikram Singh Kanya Mahavidyalay

Bachelor of Arts, Arts

Bachelor of Arts
2005 - 2009

Work History

N

N/A

Creative Writer & Content Researcher

Ranchi
2023 - 2024