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manas kumar samalMS
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manas kumar samal

@manaskumarsamal

AI training specialist specializing in generative AI, prompt engineering, and multilingual LLM data.

India
Message

What I'm looking for

I’m looking for a role where I can train and optimize generative AI with strong QA and feedback loops—building multilingual datasets, improving prompts for factual, safe outputs, and collaborating with cross-functional teams to raise model reliability.

I’m an AI Training Specialist with 3+ years of experience in generative AI, prompt engineering, and data annotation for large language models. I’ve trained and optimized OpenAI GPT models through Invisible Technologies, delivering contextually relevant outputs and measurable improvements to training dataset quality.

Across my work, I perform high-precision NLP tasks and rigorous quality assurance—covering text classification, entity recognition, sentiment analysis, summarization, transcription validation, and multilingual (Hindi/English/Odia) content evaluation. I focus on factual accuracy, bias detection, tone appropriateness, policy compliance, and feedback-loop optimization to strengthen model performance and reliability.

Experience

Work history, roles, and key accomplishments

IT
Current

AI Trainer & Prompt Writer

Invisible Technologies

Jun 2024 - Present (1 year 11 months)

Engineered and optimized GPT model prompts for high-quality, contextually relevant outputs across multiple domains. Performed multilingual data annotation, rigorous quality assurance, and content evaluation for factual accuracy, bias, tone, and policy compliance.

OU
Current

Generative AI Engineer

Outlier

Jan 2023 - Present (3 years 4 months)

Contributed to large-scale generative AI training by improving data quality and model performance through iterative feedback loops and error analysis. Executed NLP workflows including classification, entity extraction, transcription validation, sentiment analysis, and audio/video labeling using guideline-driven processes.

Education

Degrees, certifications, and relevant coursework

CU

CV Raman Global University

Bachelor of Technology, Electronics and Telecommunication Engineering

2016 - 2020

Earned a Bachelor of Technology in Electronics and Telecommunication at CV Raman Global University from 2016 to 2020.

Tech stack

Software and tools used professionally

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