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.
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🖥️ System Administrator — Tech Chantier, Cameroon Managing infrastructure, deployment environments, and supporting secure technical operations for software solutions and IT talent acceleration.
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🧑🏫 Computer Science Instructor — Ministry of Secondary Education, Cameroon Teaching core computing and software engineering principles.
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🎓 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
| Domain | Technologies |
|---|---|
| 🔐 Cybersecurity & Forensics | Digital evidence handling, forensic dataset design, OSINT workflows |
| 🤖 Machine Learning | DistilBERT, Gemma, Transformers, Scikit-learn, PyTorch |
| 💻 Software Engineering | Python, JavaScript, backend systems, system architecture |
| 🖥️ Systems Administration | Linux, infrastructure management, deployment environments, GCP |
| ⚙️ Intelligent Systems | ML pipelines, model fine-tuning, agentic workflows |
| 📊 Data Engineering | Pandas, NumPy, structured dataset pipelines |
| 🚀 Compute | CUDA, GPU-accelerated training and inference |
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