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Aayushi Arya

Aayushi Arya

AI Specialist Trainer — Physics & STEM (Google SciCode, ColabBench)

India flagHyderabad, India
$30.00/hrIntermediateOtherData Annotation TechLabelbox

Key Skills

Software

Other
Data Annotation TechData Annotation Tech
LabelboxLabelbox

Top Subject Matter

Physics Domain Expertise
Quantum Computing
Plasma Physics

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
RLHFRLHF
Fine-tuningFine-tuning
Computer Programming/CodingComputer Programming/Coding
Question AnsweringQuestion Answering

Freelancer Overview

AI Specialist Trainer — Physics & STEM (Google SciCode, ColabBench). Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Postdoctoral Fellowship, Atlantic International University (2026) and Doctor of Philosophy, Indian Institute of Technology Hyderabad (2023). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Computer Programming, Coding, and Prompt + Response Writing (SFT).

IntermediateEnglish

Labeling Experience

Senior Domain AI Trainer Expert

TextPrompt Response Writing SFT
As a Senior Domain AI Trainer Expert at Alignerr, I crafted high-quality scientific prompts and reference responses for LLM training and evaluation in advanced physics and engineering domains. I reviewed and ranked scientific model outputs, providing detailed critiques and collaborating on rubric design and quality assurance for alignment data. My focus ensured thorough testing of advanced reasoning capabilities in large language models across domain-specialized tasks. • Authored and reviewed scientific prompts for LLM training datasets. • Evaluated and ranked multi-step scientific problem responses. • Designed and iterated rubric-based assessment workflows. • Ensured scientific alignment and data quality for advanced LLMs.

As a Senior Domain AI Trainer Expert at Alignerr, I crafted high-quality scientific prompts and reference responses for LLM training and evaluation in advanced physics and engineering domains. I reviewed and ranked scientific model outputs, providing detailed critiques and collaborating on rubric design and quality assurance for alignment data. My focus ensured thorough testing of advanced reasoning capabilities in large language models across domain-specialized tasks. • Authored and reviewed scientific prompts for LLM training datasets. • Evaluated and ranked multi-step scientific problem responses. • Designed and iterated rubric-based assessment workflows. • Ensured scientific alignment and data quality for advanced LLMs.

2026 - Present

AI Specialist Trainer — Physics & STEM (Google SciCode, ColabBench)

As an AI Specialist Trainer at Turing, I authored high-complexity scientific coding tasks and benchmarks as a physics STEM expert for Google SciCode and ColabBench. I designed and validated golden solution notebooks, comprehensive test suites, and conducted agentic rubric-based evaluation cycles for LLM benchmarking. My work contributed to the creation and maintenance of rigorous, scientifically accurate test packages and prompts exercised across plasma physics, quantum computing, materials science, and data science domains. • Designed and validated coding benchmarks with golden solutions and rubrics. • Conducted agentic evaluation workflows for LLM assessment and benchmarking. • Produced STEM and data-science analysis pipelines for ColabBench tasks. • Enforced scientific integrity and reproducibility in all contributions.

As an AI Specialist Trainer at Turing, I authored high-complexity scientific coding tasks and benchmarks as a physics STEM expert for Google SciCode and ColabBench. I designed and validated golden solution notebooks, comprehensive test suites, and conducted agentic rubric-based evaluation cycles for LLM benchmarking. My work contributed to the creation and maintenance of rigorous, scientifically accurate test packages and prompts exercised across plasma physics, quantum computing, materials science, and data science domains. • Designed and validated coding benchmarks with golden solutions and rubrics. • Conducted agentic evaluation workflows for LLM assessment and benchmarking. • Produced STEM and data-science analysis pipelines for ColabBench tasks. • Enforced scientific integrity and reproducibility in all contributions.

2026 - Present

Multi Physics Model Training & Development

At Y2TION Enterprises, I designed and authored ML/AI-driven scientific coding tasks for multi-physics model training and development initiatives. I created reference solutions with validated numerical results and developed internal benchmarks for scientific task design, golden-solution authoring, and rubric-based evaluation. These contributions set the foundation for subsequent scientific benchmark work in the field. • Authored ML/AI-centered computational physics coding tasks. • Designed numerically validated reference solutions. • Established rubric-guided task evaluation protocols. • Integrated scientific modeling and AI methodologies.

At Y2TION Enterprises, I designed and authored ML/AI-driven scientific coding tasks for multi-physics model training and development initiatives. I created reference solutions with validated numerical results and developed internal benchmarks for scientific task design, golden-solution authoring, and rubric-based evaluation. These contributions set the foundation for subsequent scientific benchmark work in the field. • Authored ML/AI-centered computational physics coding tasks. • Designed numerically validated reference solutions. • Established rubric-guided task evaluation protocols. • Integrated scientific modeling and AI methodologies.

2023 - 2023

Education

A

Atlantic International University

Postdoctoral Fellowship, Artificial Intelligence

Postdoctoral Fellowship
2024 - 2026
I

Indian Institute of Technology Hyderabad

Doctor of Philosophy, Electrical Engineering

Doctor of Philosophy
2018 - 2023

Work History

Y

YAAVIK Materials & Engineering Pvt. Ltd.

Co-Founder

Hyderabad
2020 - Present
A

Alien Technology Transfer

Project Consultant and Venture Engineer

Hyderabad
2024 - 2026