Human-Centered AI | Prompt Evaluation & Prompt Engineering
Helping AI communicate with Arabic users clearly, accurately, and naturally.
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Welcome to my AI Language & Localization Lab.
This is a living portfolio showcasing my work in AI evaluation, Arabic language quality, localization, prompt engineering, UX writing, and business communication.
Each case study demonstrates how I evaluate AI-generated content through the lens of accuracy, clarity, cultural relevance, user experience, and trust.
I believe that outstanding AI products are built not only with advanced technology, but also with thoughtful human judgment, linguistic expertise, and continuous quality improvement.
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Hello, I'm Tamara Agha.
I am an entrepreneur, business operations professional, and AI language quality enthusiast with over 20 years of leadership experience across business management, international communication, documentation review, and strategic operations.
Throughout my career, I have built businesses, led teams, managed complex documentation, coordinated international suppliers, and developed processes where precision, organization, and attention to detail were essential.
Today, I combine this experience with AI-assisted workflows, Arabic language quality, localization, prompt engineering, and content evaluation. My goal is to help create AI products that communicate clearly, naturally, and respectfully with Arabic-speaking users.
I believe that language is more than translation—it shapes trust, influences user experience, and determines how people interact with technology.
This laboratory documents my practical learning journey, case studies, and ongoing work in AI evaluation and Arabic localization.
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