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MalikTaha8331/README.md

⚔️ Malik Taha — Cybersecurity Developer

BS Cybersecurity | Sir Syed CASE Institute of Technology, Islamabad Aspiring SOC Analyst | Building AI-powered security tools

🛡️ CyberSentinel — AI-Powered IDS/IPS

Real-time Intrusion Detection & Prevention System

  • 🎯 99.92% accuracy with an ensemble of Random Forest, DNN & SVM
  • 📡 Live packet capture with Scapy + auto-blocking IPS (4-tier threat classification)
  • 🖥️ Purple Gold Cyberpunk dashboard with live monitoring
  • 🔐 bcrypt auth, OTP password reset, PDF reporting, GeoIP tracking
  • ✅ OWASP compliant, with auto-installers for Windows & Linux

Tech: Python · Flask · Scikit-learn · TensorFlow · Scapy · Chart.js

🔗 View Project

🌐 NetSentinel AI — Network Risk Assessment Tool

AI-powered port scanner & network risk assessment platform

  • ⚡ Async port scanning with real-time risk scoring
  • 🤖 ML-based threat detection (Random Forest / XGBoost trained on NSL-KDD, 99.58% accuracy)
  • 🧠 CVE correlation powered by Groq API (Llama 3.3 70B)
  • 📄 Automated PDF report generation
  • 🖤 Dark military terminal aesthetic

Tech: Python · Flask · asyncio · Scikit-learn · XGBoost · Groq API · ReportLab

🔗 View Project

🎯 PhishGuard AI — Phishing URL Detector

ML-powered phishing detection with cloud deployment

  • 🎯 ~97% detection accuracy
  • ☁️ Live cloud deployment via Railway
  • 🔍 Real-time URL analysis and risk classification

Tech: Python · Machine Learning · Railway

🔗 View Project

📄 ATS Resume Optimizer — AI Resume Analyzer

AI-powered resume optimization tool for ATS compatibility

  • 🤖 AI-driven resume scoring & keyword optimization
  • 📊 ATS compatibility analysis and actionable feedback
  • ✍️ Tailored suggestions to boost interview callbacks

Tech: Python · AI/NLP

🔗 View Project

🔧 Tech Stack

Python · Flask · Scikit-learn · TensorFlow · XGBoost · Scapy · Chart.js · Groq API · ReportLab

📫 Connect

LinkedIn GitHub

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  1. CyberSentinal CyberSentinal Public

    Building an AI-powered Intrusion Detection System (IDS) leveraging machine learning and cybersecurity expertise. Focused on NSL-KDD dataset analysis, feature engineering, and real-world threat dete…

    Jupyter Notebook 1

  2. phishguard-ai phishguard-ai Public

    PhishGuard-AI is a cybersecurity project that detects and analyzes phishing URLs using machine learning and a deep scan engine. It achieves 97.67% accuracy on benchmark datasets and integrates Open…

    Jupyter Notebook 2

  3. NetSentinel-AI NetSentinel-AI Public

    AI-Powered Port Scanner & Network Risk Assessment Tool

    HTML 1

  4. ats-resume-optimizer ats-resume-optimizer Public

    AI resume optimizer with explainable ATS scoring and a fabrication guard — reframes your real experience for a target job, never invents new skills

    Python