I am a Cybersecurity enthausiast and researcher with keen interest in cyber-forensics and machine learning for digital investigations with a software developement background. My work focuses on designing and developing systems that support detection, forensic analysis, and investigation of malicious and harmful digital activity.

My primary research involves building forensic-reliable machine learning systems for detecting hate speech and harmful content on social media platforms, with emphasis on evidential integrity, traceability, and investigative usability.

I am particularly interested in applying machine learning to cybersecurity workflows, including forensic analysis, threat detection, and investigative automation.

• 🖥️ System Administrator — Tech Chantier, Cameroon Managing infrastructure, deployment environments, and supporting secure technical operations for software solutions and IT talent acceleration.

• 🧑‍🏫 Computer Science Instructor — Ministry of Secondary Education, Cameroon Teaching core computing and software engineering principles.

• 🎓 Part-time Lecturer — CHUITECHMA University Institute, Buea Teaching and supporting university-level engineering education.

• 🎓 MTech — Network and Information Security (In Progress), CHITECHMA Univerity Institute Buea
• 🎓 BTech — Computer Engineering (Software Engineering), University of Buea

My graduate research focuses on cyber-forensic system development using machine learning and forensic dataset engineering.

• 🔐 Cybersecurity engineering and digital forensics
• 🤖 Machine learning for cybersecurity detection and investigation
• 🧪 Forensic-reliable system development
• 🏗️ Large-scale software system design
• ⚙️ Intelligent and agent-based system development
• 🚀 GPU-accelerated machine learning systems

Development of a forensic investigation system integrating machine learning detection and forensic analysis workflows.

Engineering components include:

• 📇 Plagiarism detection system (Plagirism Police)
• 🤖 Transformer model fine-tuning (DistilBERT)
• 📊 Classical machine learning baseline models (SVM with TF-IDF)
• 🧾 Forensic dataset design and annotation framework
• 🚀 GPU-accelerated model training and inference
• 🖥️ Investigator-focused detection interface
• 📻 Program Log, program logger for radio broadcast
• 🔐 Adguard - Biometric security audit plugin for web browsers
• 🗳️ Biometric voting sytem (LibreVox)
• 🔐 Keystroke dynamics IDS: machine learning IDS for windows computers {in progress}
• 🧦 Inventory management system
• 🎒 School management system

Development and evaluation of machine learning models for:

• 🔍 Harmful content detection
• ⚙️ Investigative automation
• 🧪 Forensic analysis support

My technical foundation includes software engineering, systems development, and electronics.

Earlier engineering experience includes:

• 🔌 Electronics prototyping (audio amplifiers, control systems)
• 🛠️ Technical systems troubleshooting and repair
• 📡 Broadcast systems engineering and production management

This background developed strong system-level thinking and structured engineering discipline.

I am open to collaboration in:

• 🔐 Cybersecurity engineering projects
• 🥷 SOC analyst
• 🧪 Cyber-forensics and digital investigation systems
• 🤖 Machine learning for cybersecurity
• 📚 Research and engineering collaborations

Outside of cybersecurity and software engineering, I enjoy:

• 🎹 Playing keyboard and acoustic guitar
• 🎤 Singing
• 🚶 Walking and quiet reflection
• 🎥 Photo and videography

These activities support long-term focus and creative thinking required for engineering and research.

• 💼 LinkedIn: https://linkedin.com/in/YOUR-LINKEDIN
• 💻 GitHub: https://github.com/YOUR_USERNAME
• 📧 Email: tifombang@gmail.com
• 💬 WhatsApp: +237 679906588