I’m Aymene Chouki, an AI & Machine Learning Engineer (NLP & model evaluation) based in Casablanca, Morocco. I’m currently pursuing a Master’s in Artificial Intelligence, with a strong focus on LLM evaluation, Transformer architectures, and empirical benchmarking to understand model behavior in real-world scenarios. I enjoy turning complex model quality questions into measurable systems—whether analyzing failure modes, designing scoring rubrics, or building evaluation pipelines and diagnostics. Through hands-on projects and internships, I work at the intersection of research and engineering: integrating LLMs with practical APIs, benchmarking performance across models, and translating results into clear insights that improve reliability and output quality.…I’m Aymene Chouki, an AI & Machine Learning Engineer (NLP & model evaluation) based in Casablanca, Morocco. I’m currently pursuing a Master’s in Artificial Intelligence, with a strong focus on LLM evaluation, Transformer architectures, and empirical benchmarking to understand model behavior in real-world scenarios. I enjoy turning complex model quality questions into measurable systems—whether analyzing failure modes, designing scoring rubrics, or building evaluation pipelines and diagnostics. Through hands-on projects and internships, I work at the intersection of research and engineering: integrating LLMs with practical APIs, benchmarking performance across models, and translating results into clear insights that improve reliability and output quality.WWWW…