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Kraken432/README.md

Typing SVG


whoami

role       : Cybersecurity Learner · Python Developer · AI/ML Explorer
focus      : Security labs, automation tools, AI-assisted development, and practical projects
interests  : CTFs, defensive security, offensive security, local AI, Android development
mindset    : Learn by building. Improve by testing. Document everything.

I build practical security and software projects to understand how systems work, how they break, and how to make them safer.


◈ Expertise

Offensive Security

Penetration Testing
Reconnaissance
Metasploit
Privilege Escalation
Post-Exploitation Basics

Defensive Security

SIEM Basics
Log Analysis
Alert Triage
Threat Detection
IDS/IPS Concepts

Web & App Security

OWASP Top 10
SQL Injection
XSS
DVWA Labs
Vulnerability Testing

Programming

Python Automation
CLI Tools
Kotlin Basics
Data Handling
Project Documentation

◈ Tech Stack

Languages

Security & Networking

Backend, Data & Tools


◈ Featured Projects

🔐 Cybersecurity Home Lab — Multi-VM Offensive & Defensive Environment

Isolated lab environment for learning attacker/defender workflows, exploitation basics, log monitoring, and detection concepts.

Area Details
Stack Kali Linux · Metasploitable · Ubuntu/Wazuh · Windows VM · VirtualBox
Network Isolated virtual lab topology
Offensive Work Reconnaissance · Exploitation practice · Post-exploitation basics
Defensive Work SIEM monitoring · IDS alerts · Log review · Alert triage
Web Security SQL Injection · XSS · DVWA-based testing
Documentation Lab notes, attack flow, detection observations, and remediation points
📊 AI Stock Risk Report Generator — Web App

Dark-themed web app that generates structured stock risk reports using an AI backend and clean frontend rendering.

Area Details
Stack HTML · CSS · JavaScript · Serverless API
Focus Risk summary · Structured output · Report generation
Output Clean formatted reports rendered in the browser
Learning Value API integration, UI design, JSON parsing, and deployment workflow
🔑 Password Strength Analyser — Python Security Utility

CLI security utility that checks password quality using length, character diversity, entropy-style scoring, and common pattern checks.

Area Details
Stack Python · Regex · CLI
Checks Length · Uppercase/lowercase · Digits · Symbols · Common patterns
Output Strength rating with improvement suggestions
🔒 Caesar Cipher Tool — Cryptography Utility

Python implementation of Caesar cipher encryption, decryption, and brute-force shift analysis.

Area Details
Stack Python · Modular arithmetic · CLI
Features Encrypt · Decrypt · Brute-force all shifts
Learning Value Classical cryptography, string handling, and CLI design
📱 Attendance Calculator — Android App

Native Android app for calculating attendance percentage, minimum required classes, and safe skip limits.

Area Details
Stack Kotlin · Android Studio
Features Attendance percentage · Required classes · Skip budget
Learning Value Android UI, user input handling, and practical app logic

◈ Experience

Cybersecurity Internship / Project-Based Training

  • Built Python-based security utilities with CLI interaction and structured output.
  • Practiced cryptography fundamentals through classical cipher implementation.
  • Improved understanding of password security, entropy-style scoring, and secure feedback design.
  • Documented tasks, implementation details, and learning outcomes.

Python CLI Development Security Tooling Cryptography Documentation


◈ Achievements

Recognition Details
🧠 CTF Practice Active interest in solving beginner-to-intermediate security challenges
🔐 Home Lab Builder Built and tested an isolated virtual cybersecurity lab
🛠️ Security Tooling Created practical Python tools for password analysis and classical cryptography
📱 Android Development Built a native Kotlin-based utility app
📚 Consistent Learning Focused on cybersecurity, AI/ML, Python, and practical software projects

◈ Certifications & Learning


◈ GitHub Analytics


◈ Contribution Activity


◈ Contribution Snake


◈ Currently

learning:
  - Metasploit post-exploitation basics
  - SIEM alerting and log analysis
  - Python automation for security workflows
  - SQL for data analysis and threat-hunting style queries
  - Kotlin and Android app development

building:
  - Cybersecurity lab documentation
  - Security-focused Python utilities
  - Android utility apps
  - AI/ML and data analysis mini-projects

exploring:
  - CTF challenges
  - Web security labs
  - Defensive monitoring workflows
  - Practical AI-assisted development

"Build. Break. Learn. Secure. Repeat."

Popular repositories Loading

  1. college-survival-app college-survival-app Public

    A premium dark Android app for college students — track attendance, GPA, assignments, exams and study sessions. Built with Jetpack Compose, Room, and Material 3.

    Kotlin 5

  2. SCT_CY_1 SCT_CY_1 Public

    A simple Caesar Cipher tool to encrypt and decrypt text — built with Python.

    Python

  3. SCT_CS_3 SCT_CS_3 Public

    Simple Password Checker using python

    Python

  4. cybersecurity-home-lab cybersecurity-home-lab Public

    Home cybersecurity lab — network exploitation, Wazuh SIEM, Suricata IDS, and Python security tools built on VirtualBox

    Python

  5. Kraken432 Kraken432 Public

  6. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Credit card fraud detection using ML - Logistic Regression, Random Forest, Decision Tree, Naive Bayes, XGBoost with SMOTE and Streamlit app

    Jupyter Notebook