🧠 Computing Science | AI, Security & Education
🔬 Research-driven systems builder
🌍 Kenya
I design and build secure, explainable learning systems, connecting
theory → models → working software with a strong focus on real-world impact.
- AI-driven learning systems (Grade 3–6)
- Secure & ethical educational AI
- Explainable AI in low-resource environments
- Cross-subject knowledge reinforcement
- Systems-level understanding of algorithms and data structures
- AI Learning Systems – Experimental models for reinforcing concepts across subjects
- Security & Web Vulnerabilities – Documented vulnerabilities with practical mitigation insights
- Systems Programming (C) – Low-level implementations to study performance, memory, and learning behavior
- Algorithms & Data Structures – Theory translated into executable models
- 📝 Medium – Research reflections, technical breakdowns, and learning notes
👉 https://medium.com/@mngugi7 - 🔐 Sentry Information (WordPress) – Security analysis, vulnerability write-ups, and awareness content
👉 https://sentryinformation.wordpress.com/
- Building a secure AI education platform for primary learners
- Bridging academic research and practical systems
- Preparing research-grade projects for MSc-level work