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soufianesejjari/README.md

Hi there! I'm Soufiane Sejjari - Aspiring Data Scientist and Full-Stack Developer 👋

Overview 🔭

Welcome to my profile! I am a passionate data scientist and software developer currently pursuing my Master’s degree in Computer Science and Data Science. My journey in tech is driven by a relentless pursuit of innovation and efficiency. I thrive on transforming complex challenges into streamlined solutions, utilizing cutting-edge technologies and a data-driven approach to unlock new possibilities.

Skills and Technologies 🛠️

Data Science & Analytics

  • Programming Languages: Python, SQL
  • Machine Learning: Supervised & Unsupervised Learning, Natural Language Processing (NLP)
  • Data Visualization: Matplotlib, Seaborn, Plotly, Power BI
  • Statistical Analysis: Hypothesis Testing, Regression Models, Statistical Inference
  • Data Management: Data Preprocessing, Feature Engineering, Model Selection, and Evaluation

Web Development

  • Front-End: HTML, CSS, JavaScript, Angular
  • Back-End: Spring Boot, Spring Security, PHP
  • Database: PostgreSQL, MySQL

Mobile Development

  • Languages: Kotlin
  • Frameworks: React Native, Android SDK, API Integration

DevOps & Tools

  • Version Control: Git, GitHub, GitLab CI/CD
  • Cloud Services: AWS (RDS, CloudFront, Cognito)
  • Agile Methodologies: Scrum, Kanban
  • Development Practices: SOLID principles, Scalable Architecture, Robust Error Handling, Performance Optimization

Highlighted Projects 🛠️

  • Appointment Management System: Engineered a comprehensive medical appointment scheduling system, leveraging Spring Boot with integrated security and data management. The mobile frontend, developed in React Native, facilitates real-time user authentication, availability checks, and seamless appointment confirmations.

  • COVID-19 Awareness and Statistics Android App: Crafted an Android application that provides real-time COVID-19 data and predictive risk modeling for Morocco, utilizing Kotlin, the Android API, and advanced machine learning algorithms.

  • Data Visualization with Power BI and ETL with Talend: Developed an intuitive data visualization dashboard using Power BI, optimizing the data pipeline through ETL processes from OLTP to OLAP databases via Talend.

  • Data Visualization and Processing Web Application: Orchestrated a web application for streamlined data collection and analysis from Google Forms, integrating Python, Talend, and Streamlit for dynamic data visualization and processing.

  • ScalaProjet JavaFX/Scala POS System: Architected a Point of Sale system featuring a responsive dashboard built with JavaFX and Scala, designed to optimize sales data management and visualization, backed by a robust MySQL database.

  • Visits API: Engineered a high-performance API service for data retrieval and processing from a MySQL database, incorporating advanced caching mechanisms to boost efficiency and reduce query load.

  • Data Analysis on LinkedIn Profiles of ENSIAS Students: Conducted a comprehensive analysis of LinkedIn profiles using web scraping, JSON, and MongoDB, revealing trends in skills and experiences among ENSIAS students to inform educational strategies and enhance career prospects.

Education 📚

  • Master's Student in Computer Science and Data Science | Current
  • Professional Bachelor in Big Data | Specialization in data management, analysis, and visualization
  • High School Diploma in Business Intelligence (DUT Bac+2) | Focus on data technologies and methodologies

Certifications 🎓

  • Google Data Analytics Professional Certificate | Certification Link
  • Neo4j Certified Professional | Certification Link
  • Neo4j Graph Data Science Certification | Certification Link
  • Redis Certified Developer | Certification Link
  • Tweet Emotion Recognition with TensorFlow (Coursera)
  • Exploratory Data Analysis with Seaborn (Coursera)
  • Running Redis at Scale (Redis, Inc)

Interests 😄

In my free time, I continuously explore the latest trends in technology, experiment with new programming languages and frameworks, and actively participate in tech communities. I am particularly passionate about AI, optimizing system architectures for scalability, and contributing to open-source projects. I also enjoy [mention other interests/hobbies], believing that a broad knowledge base fuels creativity and drives innovation.

Contact 📫

Feel free to connect with me through the following platforms:

I am always eager to explore new opportunities, engage in innovative collaborations, and exchange ideas. Let’s connect and create something impactful together!

Pinned Loading

  1. COVID-19-Awareness-and-Statistics-Mobile-App-Real-time-Information-and-Infection-Risk-Prediction COVID-19-Awareness-and-Statistics-Mobile-App-Real-time-Information-and-Infection-Risk-Prediction Public

    Android mobile application for COVID-19 awareness and statistics. The application provides users with up-to-date information on the latest statistics, vaccine information, and risk of infection in …

    Kotlin

  2. Visualizing-MySQL-OLAP-Database-with-PowerBI-A-Case-of-ETL-driven-Data-Exploration Visualizing-MySQL-OLAP-Database-with-PowerBI-A-Case-of-ETL-driven-Data-Exploration Public

    Ce projet a pour objectif de visualiser les données stockées dans une base de données OLAP MySQL à l'aide de PowerBI. Les données ont été préalablement extraites, transformées et chargées (ETL) à p…

  3. Streamlining-Data-Collection-and-Analysis-Google-Forms-API-and-Python Streamlining-Data-Collection-and-Analysis-Google-Forms-API-and-Python Public

    Streamlining Data Collection and Analysis: Our Experience Using the Google Forms API and Python

    Jupyter Notebook

  4. JavaFX-Scala-POS-System-with-dashboard JavaFX-Scala-POS-System-with-dashboard Public

    development of a user-friendly and scalable Point of Sale (POS) system using JavaFX and Scala.

    Scala

  5. Dynamic-Performance-Analytics-API-Leveraging-MySQL-and-FastAPI Dynamic-Performance-Analytics-API-Leveraging-MySQL-and-FastAPI Public

    L'API de visites est un service qui permet d'obtenir des données à partir d'une base de données MySQL et d'effectuer des traitements sur ces données pour générer des graphiques dynamiques

    Python

  6. Data-scraping-and-Analysis-LinkedIn-Profiles-Students Data-scraping-and-Analysis-LinkedIn-Profiles-Students Public

    LinkedIn data analysis of ENSIAS students, using web scraping, JSON, Python and MongoDB to uncover skills and experience trends for educational improvement and career opportunities

    Jupyter Notebook 2 1