Security Researcher | VAPT | Red Teaming | MSc in Cybersecurity
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Assessing your cultural and operational fit
bokonn-LinkedIn-Connection-Automation
May 13, 2026 – Present
A simple LinkedIn automation script built with Python and SeleniumBase for sending connection requests based on selected cybersecurity-related keywords.
View ProjectBokura---Automated-Windows-Digital-Forensics-Collection-Analysis-Framework
February 11, 2026 – Present
Development in progress — will update once completed.
View Projectcustom-dns-server-or-home-malware
December 18, 2025 – Present
A custom DNS server with logging, blocking, and a web dashboard for learning DNS traffic and malware network behavior.
View ProjectWallTask---Auto-Minimize-All-Windows-When-Idle
December 11, 2025 – December 11, 2025
The script quietly watches for idle time, and when it hits the limit, it minimizes everything — giving you a clear desktop view like a live wallpaper frame.
View ProjectmArUnGuard--Real-time-File-Protection-and-Quarantine-System
October 23, 2025 – October 31, 2025
mArUnGuard is a lightweight, background-running malware monitor for Windows that provides real-time file protection. It monitors selected folders, computes the SHA256 hash of every new or modified file, and checks it against a large malicious hash database stored locally in SQLite.
View Projectaesthetic-filters
October 23, 2025 – October 25, 2025
a fully modular and extendable Python class for applying *cinematic, vintage, aesthetic, and artistic filters* to images — directly from code.
View ProjectMalGuard-Malicious-URL-Detection-System
October 20, 2025 – October 20, 2025
MalGuard is a state-of-the-art cybersecurity project designed to detect and block malicious URLs in real-time through a combination of advanced machine learning models and a browser extension. This repository contains everything from data processing, model training, and evaluation to deployment-ready APIs and browser-based protection.
View Projectpentest-report-templates
July 10, 2025 – July 10, 2025
pentest-report-templates — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on cybersecurity, which aligns well with a Security Researcher role. The diversity of projects within this domain (network security, endpoint security, web security, automation) suggests a broad interest and willingness to explore different areas. However, the lack of team projects or professional experience makes it difficult to assess cultural fit beyond technical alignment. The candidate's experience level is 0, indicating a junior profile, which might not be an ideal fit for a senior Security Researcher role without significant upskilling.
Soft Skills & Operational Fit
The candidate's personal projects indicate a proactive and self-driven individual with a strong interest in cybersecurity. The nature of the projects (e.g., malware detection, forensics, automation) suggests an analytical mindset and a desire to understand and mitigate security threats. However, without formal experience or psychometric test results, it's difficult to assess collaboration, stress handling, or communication in a team setting.