Sami Bennane
0
Engineering Student · Paris

Sami
Bennane

AI · Embedded Systems · Innovation

Building the bridge between hardware precision and strategic intelligence — at Mines Saint-Étienne, one of France's most selective engineering schools.

Resume (EN) CV (FR)
Sami Bennane
03 Years of study
Scroll
About

Bridging Hardware
& Strategic Vision.

I am an engineering student at Mines Saint-Étienne, bridging the gap between hardware reliability and AI innovation.

My technical core lies in building scalable embedded systems (STM32, IoT) and secure architectures. I believe engineering isn't just about execution — it's about understanding the world technology shapes.

Deeply invested in the geopolitics of technology, I tackle challenges related to digital sovereignty and AI ethics. My goal: design solutions that are technically flawless, strategically autonomous, and socially responsible.

Expertise

Skills &
Technologies.

Software & AI
CC
C++C++
PythonPython
SQLSQL
BashBash
Electronics & IoT
STM32STM32
KiCadKiCad
PartQuestPartQuest
ArduinoArduino
TTNTTN
Tools & Methods
TensorFlowTensorFlow
LinuxLinux
DevOpsDevOps
JupyterJupyter
Scikit-LearnScikit-Learn
VS CodeVS Code
Background

Academic
Journey.

2024 — 2027
MSc in Engineering
Mines Saint-Étienne
One of France's most prestigious Grandes Écoles (Top 5%). Major: AI, Embedded & Secure Systems. Rank: Top 10% (GPA 3.8/4.0). Focus: IoT, Computer Architecture, Cryptography.
2022 — 2024
CPGE — MPSI / PSI
Lycée Pasteur, Neuilly-sur-Seine
Intensive preparatory program for French Grandes Écoles. Focus on Advanced Mathematics & Physics.
2019 — 2022
French Baccalaureate
Lycée Lucie Aubrac
Scientific Track with Highest Honors (Mention Très Bien).
Mines Saint-Étienne Campus
Next Destination

Polytechnique Montréal

Selected for an academic exchange specialising in Artificial Intelligence & Data Science. Top 10 Shanghai Ranking 2025 (AI Domain).

Career

Professional
Experience.

Oct 2025 — Present
Academic Tutor
École Sport Entreprendre
Math & Physics tutoring for elite athletes (rugby, handball, boxing).
Jul 2025 — Aug 2025
IT Asset Assistant
Informatique CDC
Tracking of IT assets and hardware infrastructure monitoring.
Jan 2025 — Feb 2025
Cloud Intern
CDC Informatique
Data migration (Lift-and-Shift) to internal cloud infrastructure.
CDC Informatique
Giving Back

Community &
Volunteering.

Apr 2025 — Present
Corporate Relations Officer
Forum Entreprises Ingénieur
Outreach and relationship management with companies.
Mar 2025 — Present
Football Team Manager
BDS — Mines Saint-Étienne
Coordinating team activities and fostering cohesion.
Feb 2025 — Jun 2025
Volunteer
École des XV
Supporting students facing academic challenges in Marseille.
Volunteering
Multilingual

Language
Proficiency.

Language is the bridge to cultural understanding. I value multilingualism as a tool to broaden my horizon and connect with diverse minds.

FrenchNative
EnglishFull Professional — Cambridge B2
GermanLimited Working
SpanishLimited Working
ArabicLimited Working
Work

Selected
Projects.

A curated selection of academic and personal projects demonstrating technical expertise and a passion for solving complex challenges.

View source on GitHub
01

RNN vs CNN for Image Classification

Deep Learning Python Computer Vision

Comparative study evaluating RNNs versus CNNs on image data — accuracy, training behavior, and computational efficiency.

Readme Notebook
RNN vs CNN
02

Ligue 1 Match Prediction

Python Pandas Mathematics

ML project predicting football outcomes using mathematical foundations rather than just libraries.

Report Python Dataset
Ligue 1
03

Acoustic Transduction

Analog Signal Processing Bode

Analog signal chain design for sound capture & FFT validation. Bode analysis and frequency response characterisation.

View Project
Acoustic Transduction
04

Ascon-128 Cryptography

SystemVerilog ModelSim Crypto

Hardware implementation of lightweight encryption (AEAD128) on FPGA using SystemVerilog.

View Report
Ascon-128
05

Autonomous STM32 Robot

C STM32 HAL PID

Autonomous mobile robot with obstacle detection (IR), PID speed control, and state machine architecture.

Report C Code
STM32 Robot

"Engineering goes beyond execution — it requires understanding the world that technology shapes. Technical mastery must meet strategic insight."

Thinking

Strategic Analysis
& Essays.

French Sovereignty in the AI Era

An in-depth analysis of France's strategic autonomy in the face of US and Chinese AI hegemony. April 2025.

IoT & AI in Smart Inventory Management

Bibliographic research on IoT sensors and AI algorithms converging to create autonomous supply chains and digital twins.
Detail shot
Mines Saint-Étienne
Reach Out

Let's Build the
Future Together.

Open to opportunities in AI, Embedded Systems, and Data Strategy. Whether you have a project, a question, or just want to say hi — I'll get back to you.

Phone
07 81 34 12 36
Location
Paris · Aix-en-Provence