I am Arghya Ray, an AI Training Specialist and Prompt Engineer focused on LLM fine-tuning, RLHF, NLP, and mathematical reasoning evaluation. I have a strong track record in data annotation, multilingual SFT, and subject matter expertise across STEAM/STEM domains including Mathematics, Physics, and Chemistry. I also combine Python and JavaScript skills with a solid academic research background. I hold MCSA and CCNA certifications and a First-Class Law degree, and I am a published author with GRIN Verlag. I work across research and educational AI applications, contributing to RLHF workflows, problem formulation, and quality assurance for multilingual and multilingual-enabled models. My experience spans academia, law, software testing, and technical writing, enabling cross-disciplinary problem solving and high-quality, well-structured outputs.

Arghya Ray

I am Arghya Ray, an AI Training Specialist and Prompt Engineer focused on LLM fine-tuning, RLHF, NLP, and mathematical reasoning evaluation. I have a strong track record in data annotation, multilingual SFT, and subject matter expertise across STEAM/STEM domains including Mathematics, Physics, and Chemistry. I also combine Python and JavaScript skills with a solid academic research background. I hold MCSA and CCNA certifications and a First-Class Law degree, and I am a published author with GRIN Verlag. I work across research and educational AI applications, contributing to RLHF workflows, problem formulation, and quality assurance for multilingual and multilingual-enabled models. My experience spans academia, law, software testing, and technical writing, enabling cross-disciplinary problem solving and high-quality, well-structured outputs.

Available to hire

I am Arghya Ray, an AI Training Specialist and Prompt Engineer focused on LLM fine-tuning, RLHF, NLP, and mathematical reasoning evaluation. I have a strong track record in data annotation, multilingual SFT, and subject matter expertise across STEAM/STEM domains including Mathematics, Physics, and Chemistry. I also combine Python and JavaScript skills with a solid academic research background. I hold MCSA and CCNA certifications and a First-Class Law degree, and I am a published author with GRIN Verlag.

I work across research and educational AI applications, contributing to RLHF workflows, problem formulation, and quality assurance for multilingual and multilingual-enabled models. My experience spans academia, law, software testing, and technical writing, enabling cross-disciplinary problem solving and high-quality, well-structured outputs.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Hindi
Fluent
Bengali
Advanced
German
Intermediate
Urdu
Advanced
Dutch
Intermediate
Spanish; Castilian
Intermediate
French
Beginner

Work Experience

AI Contributor – Mathematics and MST Domains at Pareto
August 1, 2025 - Present
Develop and evaluate research-level mathematical problems for LLM fine-tuning; perform prompt engineering, response editing, and RLHF workflow contributions; apply Python-based data analysis for research problems.
AI Contributor – Prompt Engineering & NLP at OneForma
January 1, 2025 - Present
Perform data annotation and response editing for LLM training; provide multilingual linguistic expertise for NLP model improvement and quality assurance; serve as reasoning and mathematics expert for educational AI applications.
Law Practice at Self-Employed
June 1, 2019 - Present
Conduct legal research, draft contracts, and prepare documentation; specialize in corporate law, ADR, and arbitration proceedings.
Software & Application Tester at TestBirds
February 1, 2016 - Present
Execute software, website, and mobile application testing; identify, document, and reproduce bugs to improve usability and functionality.
Academic Writer & Research Specialist at Livingston Research
October 1, 2015 - Present
Produce academic content across multiple citation styles; conduct interdisciplinary research using quantitative and qualitative methodologies.
Intellectual Property Research Analyst at CrowdIPR
July 1, 2012 - November 1, 2012
Patent research and legal analysis using USPTO, UKIPO, and EPO databases.
Researcher, Technical Writer at Premier Research
June 1, 2011 - Present
High-level content development including journal articles, research papers, reports & white papers; literature reviews; infographics and presentations.
Researcher & Content Developer at Premier Research
June 1, 2011 - Present
Produce high-level research content including journal articles, white papers, and technical reports; develop research proposals, methodologies, and literature reviews; create presentations and infographics for academic and professional audiences.
Technical Writer at Pranav Solutions
January 1, 2010 - April 1, 2010
Technical writer, web designer, and content developer.
Audit Intern & Office Automation at Maharishi Patanjali Vidya Mandir School
July 1, 2008 - August 1, 2008
Audit assistant, ERP, training & educational assistance.
Customer Care Executive at Star Touch
June 1, 2006 - August 1, 2006
Call centre, BPO, telemarketing, customer / technical support.
Office Automation at Munshi Premchand Smarak Shodh Evam Shikshan Nyas
June 1, 2005 - March 1, 2006
Office automation, DTP, Adobe, translation, virtual assistance.

Education

Bachelor of Laws (LL.B.) – First Class at Allahabad State University
January 11, 2030 - January 1, 2023
MBA (IT & Marketing) at The Global Open University
January 11, 2030 - January 13, 2026
Bachelor's Degree – Social Sciences, Applied Mathematics (Statistical/Qualitative Research) at C.S.J.M. University
January 11, 2030 - January 1, 2012
Diploma in Advanced Web Designing and Hardware & Networking at UPTEC, Allahabad
January 1, 2007 - January 1, 2008
Diploma in Professional Web Designing and Computer Training at IPEM InfoTech, Allahabad
January 1, 2004 - January 1, 2005

Qualifications

High School Diploma / A Level Equivalent
January 11, 2030 - January 13, 2026
Certificate in Prompt Engineering in Generative AI
December 1, 2025 - January 13, 2026
Certificate in Python
January 1, 2025 - January 13, 2026
Certificate on Introduction to Prompt Engineering
December 1, 2024 - January 13, 2026
Certificate for Python Using AI
January 1, 2024 - January 13, 2026
Cisco Certified Network Associate (CCNA)
January 1, 2008 - January 1, 2011
Certifications (Translation Certification Guidance) in German, Dutch, and English
January 11, 2030 - January 13, 2026
Bug Types and How to Find Bugs
January 1, 2024 - January 13, 2026
Outlier Preference Ranking and RLHF Modules (Mathematics)
January 1, 2024 - January 13, 2026

Industry Experience

Media & Entertainment, Professional Services, Education, Software & Internet