I'm an engineering student specializing in industrial engineering and operations research, with a keen interest in leveraging data to solve complex industrial challenges. My experience spans data visualization, machine learning, and mathematical modeling, supported by hands-on projects in Python, Power BI, and more. Passionate about continuous learning, I'm eager to contribute to innovative solutions in academic or industrial fields.

💻 Working repository
📰 All deliverables (article, report, defence, presentations...)

🚚 CVRP Heuristic

• SPLIT Heuristic to solve Capacities Vehicules Routing Problem
• ⚙ Python using Pandas, numpy ...

🚌 People distribution on bus

• Mathematic model with Solver used to make distribution to go student week-end (integration)
• ⚙ Excel with OpenSolver, Visual Basic

💰 Bundle pricing decision for fresh products

• Mathematic model for solving pricing and bundles decision
• ⚙ Lingo, Gusek and Gurobi (gurobipy on python)
• based on this this article

📈 Modelisation of a failures system based on lifetime

• Jupyter notebook with parameters estimation, Montecarlo simulation with reparation, and maintenance policy
• ⚙ Python on Jupyter Notebook, using pandas, numpy, scipy stats ...

🏬 Inventory simulation with 3 parameters stock policy

• Course project with simulation using stochastic command, cost implementation, and LateX report for study of the stock policy
• ⚙ Python with pandas, json, numpy and math ...

📱 Classification of Twitter (X) users

• Building a user database on mongoDB with a tweet database, and apply supervised / unsupervised machine learning algorithms to classify suspicious/non suspicious
• ML Algorithms : Kmeans, Agglomerative Hierarchical Clustering (AHC), PCA, SVM, Neural networks ...
• ⚙ Python using Pandas, numpy, scikit-learn, seaborn...

📐 Polygon Class and function using C++

• Polygon class, with useful fonction to use polygon (convex, simple ... )
• ⚙ C++

Programming Language :

Database & BI :

Python Data Science :