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Muskan SinghMS
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Muskan Singh

@muskansingh2

AI Evaluation Specialist focused on accurate, safe, and coherent model assessments.

India
Message

What I'm looking for

I seek a role evaluating AI outputs with clear guidelines, collaborative teams, opportunities to improve model safety and accuracy, and scope to contribute to governance and documentation.

I am an AI Evaluation Specialist with hands-on experience reviewing AI-generated outputs for accuracy, reasoning quality, clarity, safety, and coherence. I combine a strong command of English with critical thinking and consistent application of detailed evaluation guidelines to deliver reliable judgments.

My work includes comparative A/B assessments, hallucination detection, factual consistency checks, and concise structured feedback across diverse domains. I have independently performed data annotation, metadata tagging, edge-case review, and quality checks to ensure high-quality datasets and model outputs.

I have contributed to Governance & Responsible AI project work by drafting evaluation templates and SOP-style checklists, and I hold certifications in Responsible AI, Python Basics, Data Privacy & Protection, and ISO 27001 awareness. I am motivated to improve model accuracy, reasoning, and real-world reliability through rigorous evaluation.

Experience

Work history, roles, and key accomplishments

IN

Responsible AI Consultant

Independent

Jan 2025 - Dec 2025 (11 months)

Reviewed AI workflows for ethical risks and documentation gaps, drafted evaluation templates and SOP-style checklists, and advised on fairness and error-detection practices to strengthen governance.

Education

Degrees, certifications, and relevant coursework

University of Lucknow logoUL

University of Lucknow

Bachelor of Science, Botany, Zoology & Anthropology

Completed a Bachelor of Science with majors in Botany, Zoology, and Anthropology, focusing on foundational biological sciences and interdisciplinary study.

Tech stack

Software and tools used professionally

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Muskan Singh - AI Evaluation Specialist - Independent | Himalayas