Projects

A selection of my academic and personal projects in cybersecurity, machine learning, and pentesting.

Other projects

Network Intrusion Detection System (Thesis)

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ML-based NIDS realized as part of the final year thesis at Conostix S.A.

Feb–May 2026
PythonMachine LearningNetwork Traffic Analysis
MLSecurityNetworking

SOC Team Simulation – Incident Response

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Incident detection, response to ransomware attack, honeypot deployment, crisis management.

Mar–May 2025
SIEMHoneypotIncident Response
SOCIncident ResponseDefense

Phishing Simulation

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OSINT, social engineering, credential harvesting, awareness campaigns.

Mar–Apr 2025
OSINTSocial Engineering
OSINTOffensiveAwareness

Symmetric Encryption: DES

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Python implementation of cryptographic algorithms and key generation.

Jul–Aug 2024
PythonCryptography
CryptoPython

Ransomware (simulation)

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Python ransomware (file encryption/decryption) to understand attacker techniques. Academic / ethical context.

Mar–May 2023
PythonCryptography
MalwareAcademicOffensive