Engineering Projects

A selection of technical challenges solving real-world problems.

Python Streamlit Industrial Ops

Industrial Data Visualization

Developed interactive dashboards for ArcelorMittal to visualize large-scale production data, replacing complex Excel workflows and improving decision-making reliability for technicians.

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Machine Learning Time Series Energy

Enedis: Grid Data Imputation

Reconstructed missing values in 1,000 electricity load curves. Implemented seasonal decomposition and Kalman smoothing to improve prediction accuracy on large-scale datasets.

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OOP Simulation Gamification

Factory Simulation Engine

Designed a Python-based serious game inspired by 'World Factory'. Modeled production chains and inventory management to train students in industrial decision-making.

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Physics Sensors (IMU) Mechatronics

Flight Dynamics & Instrumentation

Built an instrumented frisbee with embedded IMU sensors and a motorized launcher. Modeled aerodynamic lift/drag to predict trajectory and optimize throw stability.

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Biomechanics FEM Analysis Research

Shoulder Prosthesis Optimization

Finite Element Analysis (FEA) of the glenoid component to prevent loosening. Analyzed contact mechanics at the bone-implant interface to extend implant durability.

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CAD SolidWorks Materials

Articulated Car Jack Design

Complete mechanical design and dimensioning of a lifting jack. Conducted static modeling and material selection (Ashby method) validated by structural simulations.

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