08/28/2026 updated

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Cybersecurity Master's Student | SIEM Monitoring | Cloud Security | SOC Operations

Tunis, Tunisia
Only remote
Master in Cybersecurity (in progress)
Tunis, Tunisia
Only remote
Master in Cybersecurity (in progress)

Profile attachments

Ayoub_Malki_CV.pdf

Cybersecurity & SIEM Monitoring
Expertise in SIEM monitoring using Microsoft Sentinel, threat detection and incident analysis, network traffic analysis, and vulnerability assessment to protect sensitive data and support SOC operations.

Cloud Security
Hands-on experience with Azure AD / Entra ID, Microsoft Defender for Identity, Azure Log Analytics, and hybrid identity infrastructure to secure cloud environments.

Security Tools
Proficiency with industry-standard security tools including Wireshark, Snort IDS, Nessus, Elasticsearch, and Splunk for network monitoring and threat analysis.

Programming
Knowledge of Python, C Programming, and Java for developing security-related scripts and applications.

Data Analysis
Competence in data analysis using Pandas, PySpark, Tableau, Power BI, and Excel for security dashboards and reporting.

Systems & DevOps
Familiarity with Linux, Docker, Kubernetes, and Git for managing and securing system infrastructures.

Hybrid Identity Infrastructure
Experience implementing hybrid ad-Azure identity infrastructure, leveraging Defender for Identity and Microsoft Sentinel for optimal monitoring and incident response.

Machine Learning for Cybersecurity
Development of a dark web threat classification pipeline using transfer learning with DarkBERT, including secure data collection, preprocessing, labeling, and model fine-tuning.

Experience

Professional experience0 - 5 years
Freelancer since2026

Languages

ArabicNative speakerEnglishFluentFrenchBasic knowledge

Project history

Member - Student Life Department

South Mediterranean University
Planned and managed event logistics and activities to foster community involvement at South Mediterranean University. Adapted quickly to fast-paced settings, maintaining productivity and team collaboration.

DarkBERT Cyber Threat Classification Research

Research Project
Developed a dark web threat classification pipeline using transfer learning with DarkBERT, including secure data collection, preprocessing, labeling, and model fine-tuning. Accepted at WETICE Conference 2026 in Paris.

Final Year Capstone Project

South Mediterranean University (MEDTECH)
Defended capstone project on securing a hybrid cloud and development of a monitoring dashboard for the License in Computer Science final year presentation.

IT Intern

RFC
Gained hands-on experience applying cybersecurity concepts in a professional environment. Achieved successful implementation of hybrid ad-Azure identity infrastructure, leveraging Defender for Identity and Microsoft Sentinel for optimal monitoring. Launched KQL alerts and Power BI SOC dashboard, significantly enhancing incident response capabilities.

Intern - Admission Department

South Mediterranean University
Facilitated administrative operations and streamlined student admissions management processes.

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