$1\mathrm{.}1$ Project Overview

Graduation is one of the most important milestones that students go through during their lives, as it marks the beginning of another journey. Graduates undergo brainstorming to come up with the best project to represent their accomplishments and their efforts to overcome countless academic challenges and achieve good grades. Also, often on the mind of every ambitious student who is about to graduate is one question, $($How can I present an influential project and employ it in reality?$).$ Coming up with a graduation project and working on it is difficult but employing it and making use of it is another challenge. Due to the lack of a communication link between graduate projects and the companies and institutions in the labour market which is the main problem of our project.

This project aims to bridge the gap and empower both graduates and companies by creating a platform that includes scientific projects from various academic and scientific levels such as bachelor$$s$,$ master$$s$,$ and doctoral studies.

A huge virtual platform filled with diverse projects in different disciplines, each of which represents the culmination of the dedicated work and innovative ideas of brilliant minds. Achieving the desired communication on a broader scale allows companies and institutions searching for young talents to touch this wealth of knowledge, where the voices of their experiences are heard and benefited from. This promotes a healthy culture of cooperation in a supportive and innovative work environment, where companies can easily access this wealth of knowledge and ensure that these projects do not go unnoticed

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$1\mathrm{.}2$ Problem statement

Here lies the issue, where institutions and employment companies pay great attention to the academic average and grades of graduates, ignoring the standards of academic competence and skills acquired during the academic years, which led to the wastage of students' efforts, the death of the creative youth, untapped talents, and limited communication$$

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$1\mathrm{.}3$ Project Impact

This project is more than just a platform that includes a group of scientific projects. It is a vision for the future of $2030,$ As Crown Prince Mohammed bin Salman, the primary supporter of Saudi youth, pointed out, $$We are not worried about the future of the Kingdom. Rather, we look forward to a brighter future that we can create $-$ with Allah$$s help $-$ with human, natural and acquired wealth that Allah has bestowed on him. We have amazing Saudi mentalities.$$ Especially in the younger generation, our ambition will overcome these problems

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$.$ and its$$ primary motive is to advance the ambitions and capabilities of graduates so that they can contribute directly and strongly to the nation$$s revival and development, as His Highness the Crown Prince indicated in his introductory speech to the annual report of the King Salman Youth Center $2015.$ Through this platform, which works to exploit creative ideas and influential projects, young graduates will have a special space and a greater opportunity to display their skills and abilities through interaction with senior executives. Hence, enhancing the paths to success where the voices of these creative people will be heard, and they will have better chances to be involved in large projects promoting a healthy culture. A healthy culture includes a dynamic work environment where collaboration and graduates$$ views help shape the future of organizations to become better, stronger, and more resilient. Therefore, this platform will be the missing link between graduate projects, companies, and$$institutions$.$

$1\mathrm{.}4$ Project Scope

Scope of the platform is: This platform serves graduates in collecting their capstone projects in one place. Furthermore, it enhances the communication between hiring companies$$and$$students$.$

The collection of projects will be through self$-$registration of the students and will be reviewed$$and$$sorted$$out$.$

$1\mathrm{.}5$ Aims and Objectives

This platform will bring together graduates and will have goals:

Attracting companies and institutions for graduate projects

Graduates can showcase their research to a wider audience.

Professional Development

The platform facilitates communication between graduates and companies.

Using artificial intelligence and machine learning techniques, the platform can streamline the search process, making it more efficient and effective for both graduates and companies.

$1\mathrm{.}6$ Existing Solution and Their Limitation

Our goal is to harness the power of technology by leveraging artificial intelligence and machine learning to unleash the full potential of research and bridge the gap. By improving the effectiveness of searching for projects that attract companies' interest and directing the interests and preferences of institutions and companies towards high$-$quality projects using data analysis. When it comes to talent and opportunities, our goal is to realize the enormous. how i can How did thos