Hi, I’m Yahya!

Passionate Computer Science Student
▼

About me

I’m Yahya Mansoub, a Computer Science Engineering student (4th year) focused on cybersecurity and AI/ML. I like building practical projects, solving CTFs, and writing clean research-grade code.

Tap the profile button to enter the “Profile” page.

© • Yahya Mansoub
WHAT I MADE
Building Health Monitoring Platform
Full end-to-end system using MPU6050 acceleration sensors, robust IoT + cloud pipeline, a clean real-time dashboard for acceleration signals, and ML/DL models to predict building health status from vibration patterns.
Internship IoT Cloud Realtime ML/DL
AES Power Analysis (Unsupervised) — Proof of Concept
Academic proof-of-concept: unsupervised learning pipeline for side-channel power analysis, showing a practical approach toward recovering AES-related information from power traces.
Academic Side-Channel Unsupervised AES
© • Yahya Mansoub

WHOM I WORKED WITH

AI & Systems Development Research Intern
Green Energy Park — Benguerir, Morocco
June 2025 - August 2025
Researched and optimized an autoencoder model for anomaly detection in IoT sensor data, focusing on architecture and hyperparameter tuning for optimal performance.
Engineered the full-stack data pipeline (sensors → microcontrollers → Firebase) and a cloud dashboard (React/Python/Docker) for real-time system monitoring.
Data Science & Modeling Research Intern
UM6P College of Computing & Green Energy Park — Benguerir, Morocco
February 2025 - June 2025
Developed a Python tool using Monte Carlo simulation to quantify uncertainty in building Life Cycle Assessments (LCA).
Performed sensitivity analysis to identify key variables and provided data-driven recommendations.
Board Member / Project Manager
ForgeBots – IoT, Robotics & AI
Present
Coordinated technical projects across IoT, robotics, and AI domains.
Developed and delivered year-long educational courses on IoT & AI concepts.
Member / Problem Setter
ACM Cybersecurity Division — UM6P College of Computing
Present
Placed 6th nationally in the NullHat CTF competition.
Organized a local CTF event, creating Forensics challenges and managing platform infrastructure.
Member of the official CTF team of College of Computing as a Cryptography and Forensics (DFIR) specialist.
Sonic

TO KNOW MORE ABOUT ME

Home SKILLS PROFESSIONAL
EXPERIENCE PROJECTS PROFILE LEADERSHIP &
ACTIVITIES CTF
LOADING…
Please wait