Akanksha Mehra

Akanksha Mehra

Mathematics Expert and AI Trainer
India
Hindi, English

About Me

Dedicated AI Trainer and Mathematics Expert with hands-on experience in AI model evaluation, data
annotation, prompt engineering, and quality assurance. Proficient in creating complex problem statements in
mathematics,…

Experience

AI Trainer

Invisible.ai · Amritsar, India
Apr 2025 - Present · 1 year 3 months

Designed advanced mathematics prompts intentionally structured to challenge and benchmark LLM reasoning accuracy.Evaluated model outputs step-by-step, including chain-of-thought analysis, to identify logical gaps, computational errors, and reasoning flaws.Led a prompt-engineering team, assigned tasks, coordinated workflows, and ensured timely delivery of high-quality outputs.Reviewed and validated team members’ work, ensuring accuracy, clarity, and adherence to project guidelines.Developed detailed scoring rubrics for structured evaluation of model responses based on correctness, reasoning quality, and output reliability.Provided in-depth justifications for prompt evaluations, highlighting strengths, weaknesses, and improvement recommendations.Reviewed client-provided prompts for feasibility, clarity, and alignment with model capabilities and project goals.Created general-purpose prompts suited for diverse use-cases including writing, analysis, categorization, and reasoning tasks.Designed creative game and puzzle prompts, including logic puzzles, pattern-recognition tasks, and multi-step problem-solving challenges.Developed physics-based prompts, ensuring scientific accuracy and strong conceptual depth for model testing and training.

AI Trainer

Alignerr.ai · Amritsar, India
Dec 2024 - Present · 1 year 7 months

Designed advanced mathematics prompts intentionally structured to challenge and benchmark LLM reasoning accuracy.Evaluated model outputs step-by-step, including chain-of-thought analysis, to identify logical gaps, computational errors, and reasoning flaws.Led a prompt-engineering team, assigned tasks, coordinated workflows, and ensured timely delivery of high-quality outputs.Reviewed and validated team members’ work, ensuring accuracy, clarity, and adherence to project guidelines.Developed detailed scoring rubrics for structured evaluation of model responses based on correctness, reasoning quality, and output reliability.Provided in-depth justifications for prompt evaluations, highlighting strengths, weaknesses, and improvement recommendations.Reviewed client-provided prompts for feasibility, clarity, and alignment with model capabilities and project goals.Created general-purpose prompts suited for diverse use-cases including writing, analysis, categorization, and reasoning tasks.Designed creative game and puzzle prompts, including logic puzzles, pattern-recognition tasks, and multi-step problem-solving challenges.Developed physics-based prompts, ensuring scientific accuracy and strong conceptual depth for model testing and training.

Mathematics Expert & AI Trainer

Outlier.AI , Alignerr.AI, Soul.AI, Invisible.AI
Jan 2023 - Present · 3 years 6 months

Developed high-quality training datasets for AI models, focusing on mathematics, physics, logic puzzles, and reasoning tasks.
Designed challenging prompts to test natural language processing (NLP) model performance and accuracy.
Conducted chain-of-thought analysis and step-by-step solution verification to refine model reasoning.
Reviewed client-provided datasets for accuracy, solvability, and clarity before deployment.
Served as a quality reviewer, mentoring peers and maintaining strict data integrity standards.
Improved LLM accuracy and performance metrics through rigorous testing and feedback.

Mathematics Expert & AI Trainer

Outlier.AI · Amritsar, India
Sep 2024 - Sep 2025 · 11 months

Designed advanced mathematics prompts intentionally structured to challenge and benchmark LLM reasoning accuracy.Evaluated model outputs step-by-step, including chain-of-thought analysis, to identify logical gaps, computational errors, and reasoning flaws.Led a prompt-engineering team, assigned tasks, coordinated workflows, and ensured timely delivery of high-quality outputs.Reviewed and validated team members’ work, ensuring accuracy, clarity, and adherence to project guidelines.Developed detailed scoring rubrics for structured evaluation of model responses based on correctness, reasoning quality, and output reliability.Provided in-depth justifications for prompt evaluations, highlighting strengths, weaknesses, and improvement recommendations.Reviewed client-provided prompts for feasibility, clarity, and alignment with model capabilities and project goals.Created general-purpose prompts suited for diverse use-cases including writing, analysis, categorization, and reasoning tasks.Designed creative game and puzzle prompts, including logic puzzles, pattern-recognition tasks, and multi-step problem-solving challenges.Developed physics-based prompts, ensuring scientific accuracy and strong conceptual depth for model testing and training.

AI Trainer

Soul.ai · Amritsar, India
Sep 2024 - May 2025 · 7 months

Designed advanced mathematics prompts intentionally structured to challenge and benchmark LLM reasoning accuracy.Evaluated model outputs step-by-step, including chain-of-thought analysis, to identify logical gaps, computational errors, and reasoning flaws.Led a prompt-engineering team, assigned tasks, coordinated workflows, and ensured timely delivery of high-quality outputs.Reviewed and validated team members’ work, ensuring accuracy, clarity, and adherence to project guidelines.Developed detailed scoring rubrics for structured evaluation of model responses based on correctness, reasoning quality, and output reliability.Provided in-depth justifications for prompt evaluations, highlighting strengths, weaknesses, and improvement recommendations.Reviewed client-provided prompts for feasibility, clarity, and alignment with model capabilities and project goals.Created general-purpose prompts suited for diverse use-cases including writing, analysis, categorization, and reasoning tasks.Designed creative game and puzzle prompts, including logic puzzles, pattern-recognition tasks, and multi-step problem-solving challenges.Developed physics-based prompts, ensuring scientific accuracy and strong conceptual depth for model testing and training.

Subject Matter Expert – Mathematics

Chegg , CourseHero
Jan 2022 - Jan 2024 · 2 years

Solved advanced mathematical problems with detailed step-by-step explanations for global students.
Produced high-quality educational content, improving comprehension and accuracy rates.
Specialized in algebra, calculus, group theory, linear algebra, and statistics.
Ensured error-free, plagiarism-free academic solutions, maintaining a 98%+ accuracy rate.

Subject Matter Expert – Mathematics

Chegg , CourseHero
Jan 2022 - Jan 2024 · 2 years

Solved advanced mathematical problems for global students, Produced high-quality educational content, Specialized in various mathematical areas, Maintained high accuracy rates

Certifications

Data Science 101

IBM · Amritsar, India · 2024

Prompt Engineering For Everyone

IBM · Amritsar, India · 2024

BSc honors in Mathematics

Guru Nanak Dev University · Amritsar, India · 2023

Skills

English Language Quality Control Model Evaluation Prompt Engineering Data Annotation Quality Assurance Chain-of-Thought Analysis Mathematical Modeling Problem Solving NLP Data Annotation Labeling Data Quality Assurance Validation Large Language Model Testing LaTeX MATLAB Google Workspace MS Office Suite NLP LLMs Machine Learning AI Evaluation Metrics Data Structuring Model Testing Dataset Optimization Peer Review Project Oversight Advanced Mathematics Educational Content Development Analytical Thinking Critical Thinking Machine Learning Data Preparation
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