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Suhail A.

Peer Reviewer

India

Experience

Jan 2023 - Present
3 years

Peer Reviewer

Telus AI & Deccan AI

  • Reviewed AI-generated mathematical and bilingual outputs for factual accuracy, reasoning quality, and pedagogical soundness.
  • Performed dataset validation and rubric-based scoring for multilingual AI evaluation projects.
  • Conducted linguistic, conceptual, and numerical quality checks across varied data types.
  • Maintained inter-annotator consistency above 95% across multiple evaluation batches.
Jan 2019 - Dec 2022
4 years

AI Data Annotation & Evaluation Specialist

Freelance / Contract Roles

  • Evaluated and improved AI-generated STEM content for conceptual rigor and instructional clarity.
  • Created detailed mathematical explanations and stepwise derivations for JEE, GATE, and undergraduate levels.
  • Collaborated with AI engineers to enhance dataset precision and model reasoning capabilities.
  • Authored LaTeX-based algorithmic reports and mathematical documentation.
  • Contributed to Chegg and Photomath as a subject matter expert, improving content accuracy and learner engagement.

Summary

Mathematically rigorous and detail-oriented professional with 5+ years of experience in AI data evaluation, mathematical modeling, and multilingual content assessment.

Served as Peer Reviewer at Telus AI and Deccan AI, ensuring logical accuracy, rubric adherence, and linguistic quality in AI systems.

Expert in STEM data curation, GeoGebra modeling, and AI response evaluation, combining deep mathematical insight with AI data training expertise.

Languages

Hindi
Native
Urdu
Native
English
Advanced

Education

Oct 2017 - Jun 2019

Baba Ghulam Shah Badshah University

M.Sc. in Mathematics · Rajouri · CGPA: 8.8 / 10

Oct 2014 - Jun 2017

University of Kashmir

B.Sc. in Science, Mathematics Major · Srinagar · Percentage: 82%

National Institute of Technology (NIT) Srinagar

Ph.D. in Mathematics · Srinagar · CGPA: 8.6 / 10

Certifications & licenses

UGC-NET Qualified (Mathematics)

GATE Qualified (Mathematics)

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