Rana Reda Waly

AI for Software SolutionsFreelance / Project

• Job Details:In a recent freelancing opportunity, I have primarily worked as an AI Engineer, handling a diverse range of tasks across multiple domains. My responsibilities included projects related to Natural Language Processing (NLP), with a particular emphasis on Large Language Models (LLMs). In addition to NLP, I have also engaged in various Data Science tasks, applying analytical and statistical methods to derive meaningful insights from data. My software development work has encompassed a broad array of technologies, including Django for backend development, as well as front-end technologies such as HTML, CSS, and JavaScript.

AI & NLP DeveloperFull Time

• Job Details:At the Ministry of Communications and Information Technology (MCIT), I worked as an AI Engineer with a specialization in Natural Language Processing (NLP), focusing exclusively on the Arabic language. During my tenure, I spearheaded numerous projects, including Arabic error detection, leveraging both open-source and proprietary Large Language Models (LLMs). My work involved implementing advanced techniques such as prompt engineering, fine-tuning models using QLoRA and PEFT, among other methods. In addition to my NLP endeavors, I also contributed to projects outside the NLP domain, most notably a facial recognition initiative designed to handle a massive volume of individuals. This project required meticulous attention to scalability and accuracy, further enhancing my expertise in AI applications beyond language processing.

Teaching and Research AssistantFull Time

• Job Details:As a Teaching and Research Assistant at MSA University in Egypt, I have the opportunity to engage in a diverse array of academic activities. I teach several courses, including Natural Language Processing (NLP), Data Storage and Information Retrieval, Artificial Intelligence, and Machine Learning, where I am responsible for delivering lectures, developing course materials, and guiding students through intricate subjects. My role extends into research, focusing on publishing in reputable journals and participating in conference organization, which involves meticulous planning and coordination. Additionally, I mentor graduate students, assisting them with their graduation projects by providing comprehensive guidance, feedback, and support. This multifaceted position allows me to effectively combine my teaching, research, and supervisory skills, fostering an enriching educational environment and contributing significantly to the academic community.