Najoua Himri

Formalization of the Minimum Biclique Completion Problem (k-CMBCP) as a bipartite graph.

Design and coding of an adapted version of the PSO (Particle Swarm Optimization) algorithm.

Addition of movement operator variants, diversification mechanisms, and local search.

Implementation of stagnation monitoring to improve convergence.

Comparison of performance on several datasets and in-depth analysis of results.

💻 Tools used: Python (numpy, pandas, matplotlib), Excel, statistical tools, graphical visualization of results.

🎯 This internship allowed me to strengthen my skills in:

Intelligent algorithm design,

Modular and experimentation-oriented programming,

Comparative analysis and scientific rigor.

During my final internship at Algolus, I worked in a pair to create an art management web application. We designed and developed the application using HTML, CSS, Bootstrap, PHP, and JavaScript.

Design and Development: I participated in the design of the user interface and the implementation of functionalities, ensuring the application was intuitive and responsive. Collaboration: Working closely with my partner, we managed the server logic and integrated interactive elements to enhance the user experience. Testing and Optimization: We conducted tests to ensure the application's proper functioning and optimized the code for better performance. This experience allowed me to strengthen my technical skills while learning to collaborate effectively in a team.

During my internship at the Prefecture of Oujda-Angad, I had the opportunity to work on creating a web page dedicated to the prefecture. This experience allowed me to develop my web development skills using several technologies, including HTML, CSS, PHP, JavaScript, and Bootstrap. This experience was very enriching, as it allowed me to put my theoretical knowledge into practice while working in a professional environment. I learned to collaborate with a team and meet deadlines, while developing technical skills that will be valuable in my future career.