Nasser Almousa

بعد أكاديمية كاوست

Nasser works at Mozn as a data scientist and AI consultant and was named Mozn's Hero in December 2024. Nasser's profile also lists studies at Johns Hopkins University from August to December 2025.

المشاريع الصيفية

تخصص الذكاء الاصطناعي · دفعة 2023

Language Translator: Arabic Sign Language Translator

The "Real-Time Arabic Sign Language Translator” is an AI project that utilizes the YOLO v5 detection model and custom training data to accurately recognize and translate Arabic sign language gestures in real-time. This project aims to bridge the communication gap between individuals with hearing impairments and those who do not understand sign language, empowering them and fostering inclusivity. The report provides an overview of the project, including motivations, background, and technical details.

اطّلع عليه في تقرير البرنامج (PDF)

تخصص الذكاء الاصطناعي · دفعة 2023

Hunayn: Elevating Translation Beyond the Literal

Hunayn is an advanced English-to-Arabic translator surpassing conventional tools. Leveraging the Helsinki transformer (MarianMT), our approach involves fine-tuning on a self-scraped, purely literary Arabic dataset. Evaluations against Google Translate show consistent outperformance in BLEU scores and qualitative assessments. Notably, it excels in cultural sensitivity and context accuracy. This research underscores the Helsinki transformer's superiority for English-to-Arabic translation using a Fus’ha dataset.

اطّلع عليه في تقرير البرنامج (PDF)

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