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Kraken432/README.md

Typing SVG

whoami

role       : Cybersecurity Learner · Python Developer · Local AI Builder
focus      : Security labs, automation tools, offline AI systems, 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.

◈ Core Focus Areas

Local AI Systems

Ollama
Offline Assistants
RAG Pipelines
Memory Systems
File Intelligence

Cybersecurity

Security Labs
Reconnaissance
SIEM Basics
CTF Practice
Safe Tooling

Python Development

Automation
CLI Tools
Desktop Apps
Data Parsing
Project Utilities

App Development

Kotlin Basics
Android Studio
Utility Apps
UI Logic
Documentation

◈ Tech Stack

Languages

AI, Backend & Data

Security & Networking

Tools

◈ Featured Projects

⚡ KAELDRIX — Offline AI Desktop Assistant

Local Windows AI assistant built around Ollama, memory, RAG, file intelligence, image/file attachments, productivity tools, and safe automation.

Area Details
Stack Python · pywebview · Ollama · PyInstaller
AI Local chat · Model selector · Streaming responses · Stop generation
Knowledge RAG vault · Local document indexing · Semantic search
Files File intelligence · Image/file attachments · Summarization helpers
Productivity Dashboard · Reminders · Focus tools · Quick capture
Automation Safe app/website/folder opening · Command safety checks
Release Health checks · Security checks · Windows EXE build system

🔐 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
🔑 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
⚡ KAELDRIX v1.0 Built and released a local offline AI desktop assistant
🧠 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

◈ Certifications & Learning

◈ Contribution Activity

◈ Contribution Snake

"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