Data Science

The thesis presented a research in the field of manual graphics-based image retrieval (SBIR) to find similar images from big databases by entering sketches into a model composed of a generative unit and a retrieval unit. This model aims to develop the ability to view and retrieve images from big databases, and to solve the problem of linking manual drawings to groups of images that are seen during training and that fail to generalize to groups that are not visible.

The visit provided the students with an opportunity to explore the work environment at Jawwal, learn about the company's current activities and projects, as well as interact with professionals in this field.

Discussion sessions and interactive workshops were held in the aim of exchanging knowledge and experiences between students and specialists in the company.

The Arab American University considers this visit as a valuable opportunity for students to develop their understanding of the practical applications of computer and data science.

The student has previously defended his thesis, which is the first in its field in Palestine, where it aimed to build an accurate, reliable model for predicting electrical loads using deep learning algorithms (LSTM, GRU and RNN), based on factual data obtained from the Tubas Electricity Company.