SAMI
BENNANE
AI · Embedded Systems · Innovation
Resume (EN)About
innovation.
agentic ai
rag.
data strategy.
embedded ai.
sovereignty.
hardware.
Expertise
Skills &
Technologies.
Software & AI
C
C++
Python
SQL
BashElectronics & IoT
STM32
KiCad
PartQuest
Arduino
TTNTools & Methods
TensorFlow
Linux
DevOps
Jupyter
Scikit-Learn
VS CodeBackground
Academic
Journey.
2026 — 2027
Exchange — Polytechnique Montréal
Montréal, Canada
Academic exchange specialising in Artificial Intelligence & Data Science.
Ranked Top 10 globally in AI (Shanghai Ranking 2025).
2024 — 2027
MSc in Engineering
Mines Saint-Étienne
One of France's most prestigious Grandes Écoles — Top 5% nationally.
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 2-year preparatory program for France's top engineering schools.
Disciplines : Advanced Mathematics & Physics.
2019 — 2022
French Baccalaureate
Lycée Lucie Aubrac
Scientific Track (Mention Très Bien — Highest Honors).
Specialisation : Mathematics, Physics, Computer Science.
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.
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.
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.
Thinking
Strategic Analysis
& Essays.
AI & Education
How
ChatGPT works.
Behind the simplicity of a conversation lies a fascinating architecture: the Decoder-Only Transformer. Tokenisation, embeddings, Q/K/V attention, softmax, autoregressive generation…
I built an interactive exploration that animates each step using the question "What is two plus two?" as a guiding thread.
Decoder-Only · GPT
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.