Oumaima Lamdak

Je suis Oumaima Lamdak et je suis passionnée par le domaine de la data science, du machine learning et de l'intelligence artificielle. En tant que diplômée en Data and Knowledge Engineering de l'École des Sciences de l'Information (ESI Rabat), j'ai acquis une solide expertise dans l'ingénierie des données et l'application des techniques d'intelligence artificielle. Mon domaine d'intérêt se concentre sur l'exploration et l'analyse des données, la création de modèles prédictifs et l'utilisation de l'apprentissage automatique pour résoudre des problèmes complexes. J'ai une passion pour l'utilisation des données pour prendre des décisions éclairées et générer des insights précieux. 

As part of my professional experiences, I undertook a final internship as an engineer in Data Science & AI at CMAIS from February 2023 to July 2023. During this internship, I worked on several projects, including web scraping using libraries such as urllib3, Selenium, and Beautiful Soup to collect article content. I also implemented Named Entity Recognition using the Spacy library to detect entities in the articles. Additionally, I developed text summarization techniques and employed Machine Learning, Deep Learning, and similarity scores for article classification. Moreover, I conducted sentiment analysis on articles and automated strategic watch processes using AI techniques.

In my other professional projects, I developed a course recommendation chatbot utilizing NLTK, Tkinter, and TensorFlow. I also created a Named Entity Recognition model using SpaCy and performed sentiment analysis on IMDb movie reviews using Machine Learning and Deep Learning techniques. Moreover, I built a predictive model for heart failure using Machine Learning and Deep Learning. I implemented a Data Warehouse and dashboard for a student alcohol consumption dataset using PgAdmin, Talend, and Tableau. Additionally, I designed and implemented a Data Warehouse and dashboard for the AdventureWorks dataset using SQL Server and Power BI. Furthermore, I developed a distributed tourist search engine using Elastic Search, Kibana, and Logstash. I also constructed an e-commerce web application using Laravel, Bootstrap, HTML, and CSS. Lastly, I developed a JEE-based application for managing extracurricular activities, following the MVC model.

My experiences have allowed me to gain proficiency in various areas, including Artificial Intelligence, Business Intelligence, Data Analysis, and Web Development. Through these academic pursuits and professional projects, I have developed a diverse skill set in the field of Data Science and AI, preparing me for a promising career in this dynamic domain.

I pursued my education at the École des sciences de l'information (ESI Rabat) from 2020 to 2023, where I earned a Diplôme d'Ingénieur d'État in Ingénierie des Données et des Connaissances (Data and Knowledge Engineering). Prior to that, I attended CPGE Lycée AL QALAM from 2018 to 2020, specializing in MPSI-MP for the Classes Préparatoires aux grandes écoles (Preparatory classes for higher education). Before that, I completed my Baccalauréat in Sciences Mathématiques A. During my academic journey, I gained a strong foundation in various subjects related to data science, artificial intelligence, and engineering.