I am a detail-oriented professional with experience in technical documentation, regulatory research, and process-driven work. I have demonstrated the ability to manage sensitive data, verify accuracy, and communicate clearly in high-stakes environments. With a strong analytical mindset from my background in machine learning research and full-stack development, I bring proven organizational and teamwork skills. Throughout my career, I've contributed to innovative AI safety research focusing on watermarking large language models and developed scalable and user-friendly web applications using modern frameworks and cloud services. I continually strive to enhance user experience and system performance while maintaining a commitment to academic and professional excellence.

Arpit Vaghela

I am a detail-oriented professional with experience in technical documentation, regulatory research, and process-driven work. I have demonstrated the ability to manage sensitive data, verify accuracy, and communicate clearly in high-stakes environments. With a strong analytical mindset from my background in machine learning research and full-stack development, I bring proven organizational and teamwork skills. Throughout my career, I've contributed to innovative AI safety research focusing on watermarking large language models and developed scalable and user-friendly web applications using modern frameworks and cloud services. I continually strive to enhance user experience and system performance while maintaining a commitment to academic and professional excellence.

Available to hire

I am a detail-oriented professional with experience in technical documentation, regulatory research, and process-driven work. I have demonstrated the ability to manage sensitive data, verify accuracy, and communicate clearly in high-stakes environments. With a strong analytical mindset from my background in machine learning research and full-stack development, I bring proven organizational and teamwork skills.

Throughout my career, I’ve contributed to innovative AI safety research focusing on watermarking large language models and developed scalable and user-friendly web applications using modern frameworks and cloud services. I continually strive to enhance user experience and system performance while maintaining a commitment to academic and professional excellence.

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Experience Level

Expert
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Work Experience

Research Assistant - Watermarking for Large Language Models (LLMs) at University of Guelph Canada
December 31, 2024 - August 20, 2025
Conducted research on text watermarking methods for large language models across summarization, QA, and generation tasks, focusing on attribution, plagiarism detection, and AI content traceability. Built a custom watermarking pipeline fine-tuning transformer models with minimal loss in fluency. Evaluated trade-offs using BLEU, ROUGE, and perplexity metrics, testing resistance to paraphrasing attacks. Developed hybrid deterministic and probabilistic watermarking strategies contributing to novel AI safety methods. Created a reproducible testing framework and co-authored a research paper on hybrid watermarking approaches.
Full stack Developer and UI / UX Designer at Engineering Ambition Canada
December 31, 2024 - August 20, 2025
Built and maintained full-stack web applications using Next.js, Node.js, and MongoDB, resulting in improved product stability and faster page loads. Designed over 15 responsive UI components with Figma and Adobe XD, enhancing user satisfaction. Managed AWS deployments and scaling, reducing server response time and ensuring high uptime. Coordinated Agile sprints with a high task completion rate and lowered bug reports through active code reviews and GitHub workflows.
Web Developer Intern at Credence Technologies India
February 28, 2023 - August 20, 2025
Designed and developed responsive MERN stack web applications increasing user engagement significantly through optimized design and functionality. Partnered with backend developers to enhance API connectivity and server-side functions, improving app speed and reliability. Optimized database schemas in SQL and MongoDB, ensuring efficient data retrieval and overall application performance.
Core Member at Google Developer Student Club India
May 31, 2022 - August 20, 2025
Organized and led various technical events including workshops and hackathons contributing significantly to student skill development. Delivered interactive presentations on Google technologies including Android, web development, cloud computing, and machine learning. Mentored junior members fostering growth and active participation within the club, promoting continuous learning and collaboration.

Education

Master of Engineering in Computer at University Of Guelph
September 1, 2023 - April 30, 2024
Bachelor of Engineering in Computer at Sarvajanik College of Engineering and Technology
September 1, 2018 - December 1, 2022

Qualifications

Larsen and Toubro Scholarship
January 11, 2030 - August 20, 2025

Industry Experience

Education, Software & Internet, Professional Services, Computers & Electronics

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
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Expert
Expert
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Expert
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