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mhelail/README.md

Hi, I'm Mohamed 👋

I'm a Computer Engineering student interested in Cybersecurity, Web Application Security and Deep Learning.

What I’ve been working on

  • Smart Deepfake Detection System – Python, CNN, TensorFlow
    TÜBİTAK–Supported Deepfake Detection Graduation Project focused on detecting manipulated facial videos using deep learning and image processing.

  • OWASP Top 10 Educational Web Security Site – HTML, CSS, JavaScript, PHP
    Small training website that demonstrates common web vulnerabilities and basic secure coding ideas. Repo: SnowNoVA

  • Malware Sandbox Simulator (Educational) – C#, .NET, WinForms
    Windows desktop app that simulates how common malware families behave on an endpoint (ransomware, infostealers, keyloggers, fileless attacks, wipers) in a safe, in-memory way, with behaviour mapped to MITRE ATT&CK techniques for learning and practice.
    Repo: MalwareSandboxSimulator

  • HexTriage (AI-Powered Malware Triage) – Python, YARA, PE Analysis, LightGBM (EMBER2024)
    Static-only malware triage for PE files: extracts PE metadata/features, runs YARA + weighted heuristics, and adds ML risk scoring. Generates clean JSON/HTML reports with clear evidence and dual-use (LOLBin) awareness. Repo: HexTriage

  • Real-Time Communication Platform – Node.js, Socket.IO, WebRTC, MongoDB
    Real-time chat and simple voice calls with JWT-based authentication.
    Repo: real-time-communication-platform

  • Employee Attendance & Activity System – C#, WinForms, MySQL
    Desktop app to manage employees, attendance status (Present / Absent / Late) and simple activity notes.
    Repo: EmployeeAttendanceSystem

Technologies

  • Languages: Python, C#, Java, JavaScript, C++
  • Backend: Node.js, Express, REST APIs
  • Frontend: HTML, CSS, basic JavaScript
  • Databases: MySQL, MongoDB, SQL
  • Cybersecurity tools: Burp Suite, OWASP ZAP, Wireshark
  • AI & Deep Learning: CNNs, Transfer Learning, TensorFlow, Image Processing
  • Other: Git, Linux (Kali, Ubuntu), Windows

I use GitHub to keep my university work and personal projects in one place while I continue learning and improving.

Pinned Loading

  1. MalwareSandboxSimulator MalwareSandboxSimulator Public

    C#

  2. real-time-communication-platform real-time-communication-platform Public

    A collaborative project for developing a real-time messaging and voice call platform."

    JavaScript

  3. SnowNoVA SnowNoVA Public

    Educational web app demonstrating OWASP Top 10 vulnerabilities (SQLi, XSS, logging, crypto) using PHP & MySQL.

    HTML 1

  4. HexTriage HexTriage Public

    Python