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gh0st-bit/README.md

๐Ÿ‘‹ Hi, Iโ€™m Umar

Security Enthusiast ๐Ÿ”’ | AI Explorer ๐Ÿค– | Open-Source Contributor ๐ŸŒ

Welcome to my GitHub profile! Iโ€™m passionate about securing the digital world while leveraging AI/ML to solve complex challenges. Whether itโ€™s building robust security tools or experimenting with neural networks, I thrive at the intersection of cybersecurity and intelligent systems.


๐Ÿ›ก๏ธ Cybersecurity Interests

  • Ethical Hacking & Red Teaming: Exploring vulnerabilities to fortify defenses.
  • Threat Intelligence & Detection: Building systems to identify and neutralize threats.
  • Cryptography & Privacy: Implementing secure communication protocols.
  • OSINT & Digital Forensics: Uncovering insights from data trails.
  • Security Tool Development: Crafting open-source tools for the community.

๐Ÿค– AI & Machine Learning Focus

  • NLP & Threat Analysis: Using language models to detect malicious intent.
  • Adversarial Machine Learning: Securing AI systems against exploits.
  • Anomaly Detection: Training models to spot unusual behavior in networks.
  • Automated Pentesting: Integrating AI into security workflows.
  • Deep Learning Frameworks: TensorFlow, PyTorch, and ML deployment pipelines.

๐Ÿ› ๏ธ Tech Stack

Languages:
Python JavaScript C++

Security Tools:
Kali Linux Wireshark Metasploit

AI/ML:
TensorFlow PyTorch Scikit-Learn

Cloud & DevOps:
AWS Docker


๐ŸŒŸ Featured Projects

  1. AI-Powered Threat Detection
    A real-time system using ML to classify network traffic anomalies. โ†’ Repo

  2. Phishing URL Detector
    NLP model to identify malicious URLs with 98% accuracy. โ†’ Repo

  3. SecureChat
    End-to-end encrypted messaging app with AES-256 & RSA. โ†’ Repo


๐Ÿ“ˆ GitHub Stats

Your GitHub Stats Top Langs


๐ŸŽฏ Currently Learning

  • Advanced penetration testing techniques (OSCP prep ๐Ÿ”ฅ)
  • Federated learning for privacy-preserving AI
  • Generative models (GANs/VAEs) for synthetic threat data

๐Ÿค Letโ€™s Collaborate!

  • ๐Ÿ’ฌ Ask me about AI in cybersecurity or ethical hacking.
  • ๐Ÿ“ซ Reach out: Email | LinkedIn) |

โญ Fun Fact: I once trained a model to generate secure passwordsโ€”until it started suggesting "password123" ๐Ÿ˜…


"In a world of evolving threats and intelligent systems, the future belongs to those who can secure it."

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