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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.

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◈ 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

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◈ Tech Stack

_Languages

_{AI, Backend & Data}

_{Security & Networking}

_Tools

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◈ 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

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◈ 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

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◈ 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

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◈ Certifications & Learning

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◈ Contribution Activity

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◈ Contribution Snake

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