Portfolio

Ayad Seghairi

CS Student, Cybersecurity & AI Developer, Open-Source Contributor

3rd year Computer Science, Abbas Laghrour University, Khenchela, Algeria

View Projects GitHub
Portrait of Ayad Seghairi
Khenchela, Algeria

About

A short introduction.

I'm a computer science student from Khenchela, Algeria, focused on cybersecurity, AI/ML, and full-stack web development. I build real, deployable systems, not toy projects. I founded and lead GeekDZ Tech Club, an official Red Hat Academy partner at my university. I contribute to open-source and actively compete in CTF challenges.

Projects

Selected work with real deployment context and measurable outcomes.

Web Forensics Detector

GitHub

AI-powered web attack detection system with a Flask API and a dark-themed frontend. Designed for practical detection workflows, not demo-only usage.

Trained on ~93,000 samples, detects 8 attack types. Accuracy: 92%, AUC-ROC: 0.986.

Flask API XGBoost scikit-learn Pandas

TorNet

GitHub

Python library for programmatic Tor identity cycling, useful for OSINT automation and anonymous API testing.

Published on PyPI for direct package installation.

Python Tor OSINT PyPI

Arabic Quiz Competition Platform

Event deployment

Real-time quiz platform built for a university cultural event and used live at Abbas Laghrour University in March 2025.

Supports real-time sessions, secure auth, and smooth multi-team participation.

Flask React Socket.IO JWT SQLite

GeekDZ Tech Club Website

Website

Official club website with a cybersecurity-focused design, plus GeekDZ Docs as an open-source documentation platform.

Includes docs at docs.geekdz.tech for structured knowledge sharing.

HTML/CSS JavaScript Docs Platform

Skills

Tools and areas I use regularly in projects and competitions.

Languages

  • Python
  • JavaScript
  • C
  • Bash

Web

  • Flask
  • React
  • Node.js
  • HTML/CSS
  • Tailwind

AI/ML

  • XGBoost
  • scikit-learn
  • pandas
  • numpy

Cybersecurity

  • CTF challenges
  • Penetration testing basics
  • OSINT tools (Amass, subfinder, WhatWeb)
  • Metasploit, Burp Suite, Nmap

Systems

  • Linux (Fedora/Arch)
  • Git
  • Docker basics

Platforms

  • GitHub
  • PyPI
  • Red Hat Academy

Leadership & Activities

Community work, education, and events alongside technical projects.

GeekDZ Tech Club

Founder & President | Red Hat Academy Partner Club

  • Red Hat Academy Program Educator certified.
  • Organized Open Day (April 2025) with CTF competition and workshops.
  • Freelance developer on Mostaql and Upwork.

Contact

Direct links only.