Merbouche Mouloud

Merbouche Mouloud

he/him

AI Student at ISEP.

About

Hello! I'm an AI engineering student in Paris, very interested by deep learning and machine learning algorithms, and I love finding practical applications for them.

Education

Diplôme d'Ingénieur (Master's), AI specialization · ISEP — Paris
Since 2023
  • Probability & Statistics: 20/20 (Rank 1/300+)
  • Computer Vision: 17/20 (Rank 1/60)
  • Physics for Digital Sciences: 16.90/20 (Rank 1/300+)
  • Machine Learning: 18.14/20; Algorithms & Programming: 18.31/20; Optimization & AI: 18/20 ＊

Rank not communicated for these courses.

International Integrated Cycle · ISEP — Paris
2021 — 2023
Selected by ISEP as student representative for an exchange semester at HELHa.

Publications

Improving Fast Density Peak Clustering Using Mass Distance: m-FDPC · Journal of Electronic & Information Systems · DOI · Article · PDF
Mouloud Merbouche; Célia Tso; Jérémie Sublime
2025 — Vol. 7(2), pp. 51–65 — Published online: August 30, 2025

Academics Projects

3D Foveal Depression Modeling from OCT · Computer Vision · Repository
  • Built a full pipeline to reconstruct the foveal pit from OCT B-scans.
  • Trained DeepLabV3+ for retinal layer segmentation (F1 > 0.85 on test set).
  • Modeled the 3D surface with Difference of Gaussians (R² up to 0.92).

Insect Classification — Classical ML vs MobileNetV2 · ML/DL · Repository
  • Engineered 15 features (shape, color, texture) across 6 insect classes.
  • SVM best classical model (82% accuracy); MobileNetV2 best overall (88%).
  • Studied class imbalance and preprocessing (masked vs raw images).

Professional Experience

2024 — 2026 · Courbevoie
IT Project Engineer Apprentice · TotalEnergies
  • Led functional testing for a documentary database tool; coordinated users and dev teams.
  • Managed bug tracking and delivery quality.
  • Built an automation tool to convert a complex manual workflow into a reliable algorithmic process.

Technical & Soft Skills

  • Languages: French (Native), English (Fluent)
  • Programming: Python, MATLAB, Java
  • ML/DL Frameworks: PyTorch, TensorFlow, Scikit-learn, Hugging Face
  • Soft Skills: Teamwork, Oral Communication, Adaptability, Autonomy, Organizational Skills