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M Rubayet Hossain

M Rubayet Hossain

AI Data Specialist (Outlier.AI)

Bangladesh flagRajshahi, Bangladesh
$25.00/hrIntermediateCVATLabelboxLabelimg

Key Skills

Software

CVATCVAT
LabelboxLabelbox
LabelImgLabelImg
SuperAnnotateSuperAnnotate
V7 LabsV7 Labs
Other

Top Subject Matter

LLM Training
Rlhf Domain Expertise
Bengali NLP

Top Data Types

Geospatial Tiled ImageryGeospatial Tiled Imagery
ImageImage
TextText

Top Task Types

Bounding Box
Classification
Evaluation Rating
Polygon
Prompt Response Writing SFT

Freelancer Overview

AI Data Specialist (Outlier.AI). Brings 15+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

IntermediateBengaliHindi

Labeling Experience

AI Data Specialist (Outlier.AI)

TextPrompt Response Writing SFT
Created AI training datasets through prompt crafting, example generation, and structured response ranking for LLM training. Performed factuality and truthfulness checks for multi-domain AI generated responses. Reviewed content, including TTS assessments, and produced high-quality transcriptions for speech/language model tasks. • Generated Bengali language training examples for AI models • Conducted audio transcription and annotation for TTS datasets • Evaluated content quality and truthfulness in AI responses • Refined and updated content review criteria for model evaluation

Created AI training datasets through prompt crafting, example generation, and structured response ranking for LLM training. Performed factuality and truthfulness checks for multi-domain AI generated responses. Reviewed content, including TTS assessments, and produced high-quality transcriptions for speech/language model tasks. • Generated Bengali language training examples for AI models • Conducted audio transcription and annotation for TTS datasets • Evaluated content quality and truthfulness in AI responses • Refined and updated content review criteria for model evaluation

2024 - Present

Prompt Output Quality Assessment

OtherTextEvaluation Rating
Developed and evaluated a smart agent designed to perform digital assistant tasks, such as scheduling, information retrieval, and prompt-based interactions. The focus was on refining the agent’s accuracy and responsiveness through prompt testing, feedback evaluation, and iterative improvement.

Developed and evaluated a smart agent designed to perform digital assistant tasks, such as scheduling, information retrieval, and prompt-based interactions. The focus was on refining the agent’s accuracy and responsiveness through prompt testing, feedback evaluation, and iterative improvement.

2025 - 2025

Water tank and solar panel image annotation from satellite images.

OtherImageBounding BoxClassification
As a Contributor and Reviewer, I worked on annotating water tanks and solar panels from satellite images. My role involved ensuring accurate labeling, identifying edge cases, and maintaining data quality for AI model training. I also reviewed annotations for consistency, provided feedback to contributors, and collaborated with the team to refine guidelines for improved annotation accuracy.

As a Contributor and Reviewer, I worked on annotating water tanks and solar panels from satellite images. My role involved ensuring accurate labeling, identifying edge cases, and maintaining data quality for AI model training. I also reviewed annotations for consistency, provided feedback to contributors, and collaborated with the team to refine guidelines for improved annotation accuracy.

2024 - 2024

Education

N

National Science Research & Technology College

Diploma in Computer Technology, Computer Science

Diploma in Computer Technology
2008 - 2012

Work History

P

Pareto AI

Data Expert

Stanford, California
2024 - Present
P

Pareto AI

Team Lead

Stanford, California
2024 - Present