Waqar Ahmad

Key Skills

Software

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

I am a biology expert with a strong background in biochemistry and hands-on experience in AI training data for large language models, particularly in the life sciences domain. My work includes reviewing, evaluating, and refining AI-generated biology and biochemistry content to ensure scientific accuracy, clarity, and curriculum alignment. I have created structured explanations, exam-oriented materials, and high-quality datasets such as questions, model answers, and MCQs for AI model training. My certifications in AI fundamentals, bioinformatics, and prompt design have equipped me with the skills to identify and correct misconceptions, enhance data quality, and support responsible AI development. I am passionate about bridging my expertise in science education with the evolving needs of AI and data annotation projects.

Labeling Experience

AI Data Labeler / Biology Subject Matter Expert

Label StudioTextEvaluation RatingPrompt Response Writing SFT

• Labeled, reviewed, and validated biology-related datasets used for training large language models (LLMs). • Evaluated AI-generated responses for scientific accuracy, clarity, and alignment with biological concepts. • Created and refined biology prompts, question–answer pairs, and explanations to improve model performance. • Applied quality control guidelines and consistency standards in data annotation tasks.

• Labeled, reviewed, and validated biology-related datasets used for training large language models (LLMs). • Evaluated AI-generated responses for scientific accuracy, clarity, and alignment with biological concepts. • Created and refined biology prompts, question–answer pairs, and explanations to improve model performance. • Applied quality control guidelines and consistency standards in data annotation tasks.

2025 - 2025

Education

Work History