Portfolio / Cybersecurity, AI, labs, proof
ENSA Beni Mellal - PFE 2027
Preparing for PFE 2027 opportunities

Cybersecurity
built on proof
projects and labs.

Cybersecurity & AI engineering student. My work connects SOC/DFIR investigation, Offensive Security labs, Linux security, IAM, AI Security, secure RAG applications and practical documentation.

1stCSIA CTF 2026 with GHOSTSHELL
Top 1%TryHackMe globally
11HTB Season 11 writeups documented
5+Certifications verified
Download CV View proof Projects TryHackMe

whoami

Engineer mindset, security practice.

A direct profile for recruiters and technical reviewers: what I can do, where the evidence is, and what kind of internship fits.

About

Engineering student, security-first mindset

I build practical projects that can be reviewed: clear scope, implementation, testing, evidence and technical reporting. My strongest fit is cybersecurity work where AI can support detection, analysis, automation or secure product engineering.

MethodReproduce, document, explain, then connect the work to real security operations.
ProofSelected certificates, CTF result, project repositories and technical writeups are linked.
FitSOC/DFIR, Offensive Security, AI Security or secure software engineering internships.

Cyber

Investigation

Splunk searches, timelines, attacker behavior and indicators useful for detection.

Cyber

Web security

SQL injection, XSS, controlled testing and countermeasure reasoning for forms and portals.

AI / Backend

RAG applications

FastAPI, Next.js, PostgreSQL, vector search and security controls for useful academic assistants.

Method

Documentation

Clear writeups, bilingual lab summaries, reports and public proof for recruiters.

Recruiter path

Review the strongest evidence first.

Inspired by strong cybersecurity portfolios: a concise identity, proof up front, then deeper technical pages.

01 / CVStart with the PFE profile

English PFE CV for cybersecurity opportunities, with CMRPI shown as a completed PFA experience and AI Security used as supporting evidence.

PFE CVCyber CV
02 / ProjectsCheck the fit

Projects aligned with threat intelligence, SOC/DFIR, Offensive Security, AI Security and secure backend engineering.

View projects
03 / ProofVerify the signal

Selected certifications, CSIA CTF first place, lab repositories and writeups.

View proof

Services mindset

What I can contribute during a PFE.

Cybersecurity

Investigation and security reporting

Log review, timeline reconstruction, IOC extraction and clear incident summaries.

SplunkTimelineIOC

AI / Data

AI and backend product work

RAG pipelines, API design, database-backed applications, data preparation and readable technical documentation.

FastAPIRAGPostgreSQL

PFE mindset

Longer technical ownership

Prepared to work on a final-year topic with implementation, testing, reporting and a clear handover.

PFE 2027DocumentationDeliverables

Technical strengths

Where my profile is strongest.

The homepage gives the signal. Dedicated pages carry the evidence.

SOC / DFIR / BLUE TEAM

Investigation & forensics

Linux logs, auditd, forensic acquisition, memory analysis, IOC reasoning, incident timeline reconstruction and evidence handling.

DFIR auditd Volatility

OFFENSE & VULNERABILITY

Penetration testing mindset

Web security, vulnerability analysis, controlled exploitation, ARP poisoning and MITM attack understanding with defensive context.

Web Security CTF Offensive Security

IAM / SECURITY ENGINEERING

Identity & access control

Keycloak, MFA, TOTP, OpenSSL/PKI, SSH hardening, RBAC and identity federation organized into bilingual documentation.

Keycloak PKI SSH

Portfolio map

Choose the evidence you need.

Proof

Certificates & CTF results

Verified learning, transcripts, certificates, first-place proof and CTF participation.

Labs

Academic labs turned portfolio

Linux security, IAM, cybersecurity and cryptography repositories with FR/EN documentation.

Writeups

CTF reasoning

Moroccan CTF, DFIR and Hack The Box notes with links to full GitHub writeups.

Projects

Cybersecurity & practical labs

Cybersecurity, AI Security and secure RAG/backend projects presented as concrete case studies for PFE review.

Featured proof

CSIA CTF 2026 first place.

Won first place with team GHOSTSHELL at CSIA CTF'26, held on 29 Apr 2026 at ENSA Beni Mellal.

Open proof page Certificate
GHOSTSHELL team holding CSIA CTF 2026 certificates CSIA CTF 2026 scoreboard showing GHOSTSHELL first place

Contact

Open to discussions.

Based in Beni Mellal, Morocco. Available for cybersecurity, AI Security, SOC/DFIR and secure software internship opportunities.

Email CV LinkedIn GitHub