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Robinson Vashawon

AI Trainer & RLHF Data Contributor

USA flagMeridian, Usa
IntermediateOther

Key Skills

Software

Other

Top Subject Matter

Large Language Models (LLM)
Technical Writing
Scientific English

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHFRLHF
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

AI Trainer & RLHF Data Contributor. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of Mississippi Medical Center (2024). AI-training focus includes data types such as Text and labeling workflows including RLHF, Prompt + Response Writing (SFT), and Evaluation.

Intermediate

Labeling Experience

AI Data Rater & Content Evaluator

OtherText
Evaluated, rated, and provided detailed feedback on AI-generated content to support LLM model development. Focused on grammatical precision, logical structure, and factual accuracy in training data evaluation. Applied advanced English proficiency and scientific subject matter knowledge during the labeling tasks. • Critically reviewed LLM outputs for clarity, fluency, and technical accuracy. • Conducted comparative ranking and rating between multiple AI responses. • Applied strict fact-checking processes to mitigate hallucinations. • Used structured evaluation rubrics to provide expert feedback.

Evaluated, rated, and provided detailed feedback on AI-generated content to support LLM model development. Focused on grammatical precision, logical structure, and factual accuracy in training data evaluation. Applied advanced English proficiency and scientific subject matter knowledge during the labeling tasks. • Critically reviewed LLM outputs for clarity, fluency, and technical accuracy. • Conducted comparative ranking and rating between multiple AI responses. • Applied strict fact-checking processes to mitigate hallucinations. • Used structured evaluation rubrics to provide expert feedback.

2026 - Present

Prompt & Response Writer for AI Training

OtherTextPrompt Response Writing SFT
Generated high-quality prompts and responses for use in Supervised Fine-Tuning (SFT) of large language models. Composed multi-turn conversations and diverse textual data to improve LLM understanding and response quality. Focused on ensuring proper tone, logical flow, and adherence to style guidelines in all training data. • Contributed structured question-answer pairs and conversation turns for SFT datasets. • Adjusted writing tone and style to support AI persona and project demands. • Fact-checked and edited data to eliminate hallucinations and inaccuracies. • Ensured compliance with complex style guides and system instructions.

Generated high-quality prompts and responses for use in Supervised Fine-Tuning (SFT) of large language models. Composed multi-turn conversations and diverse textual data to improve LLM understanding and response quality. Focused on ensuring proper tone, logical flow, and adherence to style guidelines in all training data. • Contributed structured question-answer pairs and conversation turns for SFT datasets. • Adjusted writing tone and style to support AI persona and project demands. • Fact-checked and edited data to eliminate hallucinations and inaccuracies. • Ensured compliance with complex style guides and system instructions.

2026 - Present

AI Trainer & RLHF Data Contributor

OtherTextRLHF
Contributed to AI training projects by generating high-quality human-like text using reinforcement learning from human feedback (RLHF) techniques. Participated in fact-checking, ranking, and providing expert feedback on AI-generated responses, as well as prompt engineering and multi-turn conversation design. Produced data for large language model (LLM) development with an emphasis on technical accuracy and logical consistency. • Specialized in producing high-quality, human-in-the-loop (HITL) training data for LLMs. • Performed content rating, logical structuring, and evaluation of AI output. • Created data for Supervised Fine-Tuning (SFT) and prompt + response tasks. • Applied advanced written English and subject matter expertise in scientific and general domains.

Contributed to AI training projects by generating high-quality human-like text using reinforcement learning from human feedback (RLHF) techniques. Participated in fact-checking, ranking, and providing expert feedback on AI-generated responses, as well as prompt engineering and multi-turn conversation design. Produced data for large language model (LLM) development with an emphasis on technical accuracy and logical consistency. • Specialized in producing high-quality, human-in-the-loop (HITL) training data for LLMs. • Performed content rating, logical structuring, and evaluation of AI output. • Created data for Supervised Fine-Tuning (SFT) and prompt + response tasks. • Applied advanced written English and subject matter expertise in scientific and general domains.

2026 - Present

Education

U

University of Mississippi Medical Center

Bachelor of Science, Biochemistry

Bachelor of Science
2021 - 2024

Work History

O

Ochsner Rush Health

Technical Writer

Meridian
2026 - Present
T

The University of Mississippi Medical Center

Academic Report Writer

Jackson
2021 - 2024