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db200253/README.md

👋 Hi there, I'm Baptiste

🎯 Software engineer focused on building reliable software with a focus on performance and maintainability.

🧠 About Me

  • 🇫🇷 Based in France
  • 🎨 Passionate about API design, distributed systems, and clean architecture
  • 🧰 Main stack: Java Spring Boot and Python Django

🚀 Recent Projects

Coming soon...

🛠️ Tech Skills

Area Tools & Technologies
Backend Django, Spring Boot
API & Architecture REST, Microservices
Databases PostgreSQL, MySQL
Backend Testing JUnit, PyTest

📫 Get in Touch

⭐️ Feel free to explore my repositories, contribute, or reach out !

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  1. BrainIRM_Classifier BrainIRM_Classifier Public

    Classifies brain MRI scans using transfer learning to detect brain tumors with high accuracy.

    Jupyter Notebook

  2. MLPForMNIST MLPForMNIST Public

    A simple Multilayer Perceptron (MLP) implemented from scratch to classify handwritten digits from the MNIST dataset.

    Python

  3. TitanicSurvivor TitanicSurvivor Public

    A Random Forest classifier implemented from scratch to predict Titanic survivors. Includes manual construction of decision trees, feature sampling, and ensemble voting.

    Python

  4. CustomerSegmentation CustomerSegmentation Public

    Implements K-Means clustering from scratch for customer segmentation. Includes manual initialization, iterative centroid updates, and cluster assignment.

    Python

  5. LogRegr LogRegr Public

    Implements Multiclass Logistic Regression (Softmax) from scratch to classify data into 4 classes. Includes manual computation of predictions, cross-entropy loss, and gradient descent.

    Python

  6. Mesure_RI Mesure_RI Public

    Manipulation of a graph to make measurements and study the spread of a virus in a network.

    Java