Key Skills

Software

Clickworker

Top Subject Matter

AI/ML – LLM Training, Prompt Engineering & Evaluation

Content & Language – NLP, Text Annotation & Quality Review

General Reasoning – Problem Solving, Logic & AI Response Evaluation

Top Data Types

Computer Code Programming

Image

Audio

Top Task Types

No task types listed

Freelancer Overview

Education includes Bachelor of Computer Application, Maulana Abul Kalam Azad University of Technology (2027). I have hands-on experience in AI training and data labeling, where I’ve worked on preparing high-quality datasets to improve machine learning model performance. My work includes annotating text, images, and structured data with a strong focus on accuracy, consistency, and guideline adherence. I’ve contributed to tasks such as text classification, sentiment analysis, entity recognition, and content moderation, ensuring that labeled data aligns with model requirements. I am comfortable working with annotation tools and handling large datasets while maintaining attention to detail. In addition to labeling, I understand the importance of data quality in training AI systems and actively review and validate outputs to minimize errors and bias. My problem-solving approach helps me interpret ambiguous cases effectively, and I can quickly adapt to new project guidelines. With a strong foundation in analytical thinking and a growing interest in AI development, I aim to contribute to building smarter, more reliable AI systems through precise and efficient data annotation work.

Labeling Experience

Education

Work History