AS

Ayad Seghairi

Cybersecurity • AI • PenTest

Offensive Security • Defensive AI • Global Impact

Ayad Seghairi — Penetration Tester • Cybersecurity Engineer • Python & AI Architect • Full-Stack Web Strategist

I lead personal revolutions in cyber defense—pairing deep offensive knowledge, Python automation, and AI-native intelligence to weaponize resilience for high-stakes teams.

Access Portfolio Engage Securely

140+

Applications hardened for fintech, industrial, and public-sector teams.

24

Critical vulnerabilities reported responsibly across global programs.

1.2M+

Lines of secure code delivered, reviewed, and automated.

ACTIVE

Cyber Shield

Zero-day defense protocol

Personal Revolution

Story of a cyber warrior obsessed with mastery

Mission Objective

I build uncompromising security systems at the intersection of AI, Python engineering, and full-stack architecture. Every project is treated like a campaign—threat modeled, automated, and hardened until it survives chaos.

  • Operate with a war mindset: offensive empathy + defensive rigor.
  • Embed AI/ML in every decision loop to predict and neutralize attacks.
  • Elevate teams with transparent dashboards and explainable insights.
  • Evolve daily—ship, refactor, and escalate ambitions relentlessly.
Ayad Seghairi portrait

Cyber Ops

7 yrs

AI Models

28+

Full-stack Launches

45+

Elite Capabilities

Stacks engineered for breach-proof execution

Penetration Testing Tools

Burp Suite, Metasploit, Nmap, Wireshark, BloodHound

Red-team playbooks, payload crafting, exploit automation.

Cybersecurity Methodologies

Threat modeling, MITRE ATT&CK, Zero-Trust, SOC automation

Purple-team orchestration, DFIR readiness, compliance hardening.

Python Engineering

FastAPI, Flask, AsyncIO, Celery, PyInstrument

Secure microservices, offensive tooling, self-healing APIs.

AI / ML Arsenal

PyTorch, TensorFlow, LangChain, Graph ML, Auto-regressive models

Adversarial AI, anomaly detection, predictive defense.

Full-Stack Web

React, Next.js, Tailwind, Node, Docker, Kubernetes

Realtime dashboards, secure admin systems, holographic UX.

Signature Operations

Projects built for real users, labs, and secure deployments

TorNet CLI interface

Tor Automation

TorNet

Programmatic Tor identity cycling to harden OSINT ops and anonymize API testing pipelines.

  • Auto IP rotation
  • CLI + Python API
  • Operational logging
Engineer portfolio UI preview

Secure CMS

Engineer Portfolio

Full-stack personal site with granular admin control, multi-section dashboards, and message ingestion.

  • Role-based admin panel
  • Project + testimonial management
  • Hardened contact pipeline
Hacker database dashboard preview

OSINT Portal

Hacker Database

Dark-web credential aggregation portal to warn teams when passwords surface in dumps.

  • Keyword + hash search
  • Leak categorization
  • Public awareness CTA
AI Health Diagnosis dashboard preview

AI HealthTech

AI Health Diagnosis

Machine learning triage tool providing instant assessments for diabetes and heart conditions.

  • Feature engineering on vitals
  • Explainable predictions
  • Clinician-ready reporting
Customized Arch Linux desktop

Linux UX

Arch HyperSkin

Tailored Arch experience with Windows-like polish, gesture controls, and productivity-ready tiling.

  • Security-focused dotfiles
  • Hyprland/window rules
  • Optimized workspace HUD

Mission Trajectory

A vertical ascent through security, science, and AI

2025

Lead Cyber Architect — Autonomous Defense

Designed adaptive SOC stack using AI copilots, automated red-blue exercises, and live mitigation layers.

2023

Penetration Testing Specialist

Delivered high-stakes pentests across fintech, energy, and public infrastructure with tailored exploit development.

2021

Researcher — AI Security Lab

Built adversarial ML pipelines, hardened LLM inference layers, and co-authored studies on model resilience.

2019

Foundations — Linux & Offensive Coding

Launched open-source tooling, optimized kernels, and mentored new defenders in hands-on labs.

Secure Link-Up

Initiate a high-trust engagement

Encrypted channel v3.8

> initiate_secure_link

Freedom for Palestine

Unwavering support for Palestinian liberation

I stand with the Palestinian people, amplify their voices, and refuse to normalize oppression. Every project I deliver is built with the same conviction: technology must defend human dignity and expose injustice.

Support Palestinian relief Code for freedom • Speak truth • Free Palestine