Muskan Singh
@muskansingh2
AI Evaluation Specialist focused on accurate, safe, and coherent model assessments.
What I'm looking for
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
AI Evaluation Specialist
Independent
Jan 2024 - Present (1 year 11 months)
Conducted structured evaluations of AI-generated outputs for accuracy, reasoning, coherence, and safety, identifying hallucinations and providing concise corrective feedback to improve model reliability.
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.
Data Annotation Specialist
Independent
Jan 2024 - Dec 2025 (1 year 11 months)
Labeled and categorized text data with high guideline adherence, performed metadata tagging and edge-case reviews, and executed quality checks with documented decision rationales to ensure dataset accuracy.
Education
Degrees, certifications, and relevant coursework
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
Availability
Location
Authorized to work in
Job categories
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