Digital Forensics • Cybersecurity • AI

Cybersecurity & AI Specialist

I’m a cybersecurity, digital forensics and AI enthusiast with over a decade of passion in cyber security, software, AI technologies, machine learning and computer technologies. I build systems that detect deepfake content, automate cyberattack detection, secure UAVs and protect biometric data across the internet.

TryHackMe Top 1% Forensic Informatics Community President TEKNOFEST & TÜBİTAK Competitor
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Practicing daily on Hack The Box & TryHackMe, coaching teams for national competitions and developing research in AI-driven cyber defense.
~/portfolio/intro.sh — interactive terminal
visitor@cyberlab:~$ whoami
→ Cybersecurity & Digital Forensics Engineer in training, UAV security & AI-powered detection specialist.
visitor@cyberlab:~$ help
commands: skills, projects, events, stats, clear
visitor@cyberlab:~$
JEAN FRANCOIS REGIS MUKIZA portrait
Cyber Ops • DF • AI TryHackMe Top 1% 🔐
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Profile

Competitions • Communities • R&D Coordination • Education • Events

About & Interests

I have been interested in the field of cyber security, software, AI technologies, machine learning and computer technologies for approximately 6 years. I have been involved in various studies and projects in these areas.

Competitions

  • • Participated in TÜBİTAK competitions.
  • • Joined TEKNOFEST competitions and hackathons.

Practices

  • • Regular practice in lab environments.
  • • Active on Hack The Box and TryHackMe.
  • • Proud to be in the top 1% global ranking on TryHackMe.com.

School Projects & Leadership

  • • Active participant in school projects to improve skills.
  • • President of the Forensic Informatics Community at school.
  • • Leading projects, trainings and coordinating technical activities.

R&D Coordination

  • • Manage R&D coordination efforts.
  • • Prepare project teams for competitions & national events.

Education & Events

Formal Education

  • • Fırat University – Bachelor, Cyber/Computer Forensics and Counterterrorism.
  • • Massachusetts Institute of Technology – Advanced Topics in Cryptography (distance education program ).
  • • Anadolu University – Turkish Language and Culture (distance education program ).

Attended Events

  • • Hacktrick'24
  • • FıraTech
  • • Digital Youth Camp
  • • HackerRank Software Engineering Event

Education Events & Bootcamps

  • • Hacktrick'24
  • • BTK & USOM Cybersecurity Summer Camp
  • • Cyber Clubs Association Summer & Winter Camps
  • • Turkish Cybersecurity Cluster Winter Camp
  • • Sparta Bilisim SOC Study Program
  • • TSGK Practical Penetration Testing Training
  • • Computer Science '50

Experience & Volunteering

Business Roles

  • • LYNOXSECURITY| CEO and Founder | 12/2025 - Present
  • • Tech Pioneers | CEO | 03/2025 - Present
  • • Tech Pioneers Mentorship | Development & Cybersecurity Mentor | 03/2025 - Present
  • • Sibermetin | Writer | 12/2025 - Present
  • • Inspimo Consultancy | Cybersecurity Mentor | 8/2025 - 12/2025
  • • SKYART Technology | Software Developer | 10/2025 - Present

Volunteering & Communities

  • • Cyber Clubs Association – Education Coordinator & Board Member
  • • Türkiye Physics Society – Board Member
  • • Forensic Informatics Society – President | 2025 - Present
  • • Member of PwnLab – Crew Member
  • • IEEE Fırat – Computer Science Squad Leader

Languages

• English (C2)

• Turkish (C1)

• French (C1)

• Kinyarwanda (Mother Language)

Current Focus

Building advanced cybersecurity research projects, mentoring new talents, and combining AI with digital forensics to tackle modern cyber threats across web, mobile, UAV systems, and large-scale infrastructures.

Skills

Cybersecurity • Digital Forensics • AI / ML • Cloud • Development • Mentoring

Cybersecurity & Digital Forensics

Cybersecurity Network Security Web Application Security Cryptography Stenography UAV Security Intelligence & Counterintelligence System Security Online Shopping Security Server Security Cyber Threat Intelligence Digital Forensics Web Scraping Data Rescue Reverse Engineering Malware Analysis Threat Hunting Log Analysis Database Security

Artificial Intelligence & Data

Artificial Intelligence Machine Learning Data Analysis Data Mining Data Science Blockchain Blockchain Architecture XGBoost PyTorch Keras

Development & Cloud

Algorithms Algorithm Architecture Data Structures DevOps DevSecOps .NET Framework Microsoft Azure Google Cloud Platform Amazon Web Services DigitalOcean Heroku Linux Servers Windows Servers macOS Servers

UI/UX & Web

UI/UX Design Web Development Web Application Development HTML CSS JavaScript React Angular Node.js Bootstrap Tailwind CSS jQuery Chart.js D3.js

Programming Languages & Frameworks

C GNU C Library OpenGL C# .NET Xamarin ASP.NET C++ Qt Boost OpenCV Ruby Ruby on Rails Python Django Flask FastAPI CherryPy SQL Java Spring Hibernate Guava Swift UIKit Core Data Alamofire Realm SnapKit RxSwift Dart Flutter AngularDart PHP CakePHP PHPUnit

Soft Skills

Team Work Problem Solving Mentorship R&D Coordination Technical Leadership

Projects

Deepfake Detection • UAV Cyber Operations • Biometric Data Protection • LLMs for Education • ML-based Cyber Defense

Project Manager • Team Leader

Detection of Deepfake Content With Artificial Intelligence

The system detects deepfake content published on the internet using AI algorithms. It focuses on manipulated content such as facial synthesis, voice synthesis, perspective changes and lighting variations.

Equipped with deep learning and machine learning models, it analyzes internet content to identify anomalies of deepfake manipulation. It automatically scans published media, flags suspected deepfake content and supports media companies, social platforms and news organizations to reduce misinformation and protect information integrity.
Project Manager • Team Leader

Cyber Attack/Defense & Forensics on UAV/UAV Vehicles

A systematic approach to managing cybersecurity threats in the context of UAVs. The process includes:

• Formulating offensive and defensive strategies tailored to UAV systems.
• Executing cyber assaults and corresponding defensive actions in simulations.
• Conducting intelligence and counterintelligence on emerging UAV threats.
• Performing forensic informatics investigations to analyse incidents and inform future defensive strategies.

This project emphasizes proactive security, robust incident response and intelligence-driven defense for UAV infrastructures.
Project Manager • Team Leader

Biometric Data Scraping & Protection with AI

A system that identifies and protects biometric data unintentionally shared across social media and open sources.

• Uses AI & ML to detect biometric data at scale.
• Verifies data relevance and alerts users about exposed biometric footprints.
• Applies encryption, anonymization, and secure storage techniques.
• Detects anomalies and potential threats, triggering automated alerts for malicious usage patterns.
• Learns user behavior around biometric data usage and provides personalized security recommendations.
Project Manager • Team Leader

Cyberattack Detection & Prevention Automation for MAIN (ML/LLM)

Automation pipeline for cyberattack identification and defense using ML and large language models.

• Analyses attack and defense vectors to learn typical patterns.
• Uses historical attack data to train detection models.
• Triggers automated real-time defense mechanisms when patterns match known or novel threats.
• Adapts to evolving threats and improves cyber resilience over time.
Project Manager • Team Leader

LLM for Educational Technologies — MCQ Generator

A large language model designed for educational technologies that generates multiple-choice questions on custom topics.

• Ingests domain text and builds MCQs automatically.
• Supports quiz creation, assessments & personalized learning materials.
• Produces diverse question types and difficulty levels.
• Helps educators create scalable and adaptive assessment tools.

Highlight Stack

  • • Deep Learning / Computer Vision / NLP
  • • Python, PyTorch, Keras, XGBoost
  • • Web Scraping & Data Pipelines
  • • Cloud deployment: AWS / GCP / Azure
  • • Security hardening, secure coding & DevSecOps

Impact

  • • Protects users from deepfake and biometric data abuse.
  • • Strengthens UAV security posture against cyber threats.
  • • Automates cyber defense workflows using ML & LLMs.
  • • Enables educators to build intelligent learning tools.

Game & Booking

Catch the Bug • Book a Google Meet • Send Meeting Request to My Email

Mini Game: Catch the Bug 🐞

While exploring the site, try to squash the cyber bug as many times as possible before the timer ends. Each click on the bug is +1 point.

Score: 0 Time: 30s

Press Start, then click the red bug to gain points.

Book a Meeting with Me 📅

Use this form to request a Google Meet. It will open your email client with all details filled in, and you’ll also get a shortcut link to Google Calendar where you can finalize the event.

This will open your email client with pre-filled details addressed to me. You can also create a Google Calendar event using the link I’ll send back.

Contact & Links

All important profiles & platforms.

Core Profiles
Coding Platforms
Security Platforms
Research & Articles
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