./projects
Things I built, and what they taught me
Source is public where the client allowed it. Where it isn't, the write-up explains the approach without the proprietary parts.
Wazuh SIEM Integration
SIEM · Monitoring · Logs Analysis
A continuous attack-surface monitor. Checking Day To Day Logs. Actively Monitoring Login Activity, System, Application And Day To Day Checking And Implement Automation Script With AI Integration
The Hardest Part For Is To Understand First How Wazuh Works And Then Build A Automation Script That Is The Most Hardest Part For Me After Successfully Development. It Is Easy To Understandable.
Re-Build An Organization Website That Can Empowered women empower the world. I Also Implement The Payment Integration Setup Like Stripe, Paypal.
Build A Learning Platform For Chari Academy is powered by the African Women Education And Leadership Organization (AWELO). We build accessible online courses, live classes, and school management tools for students, instructors, and guardians alike. I Am Co - Founder And A Developer Of This Academy.
The Courses Launching That Is The Most Toughest Part
3-model ML ensemble (Autoencoder + Random Forest + Isolation Forest) exported to ONNX for fast CPU inference 4-stage async pipeline: parse raw logs, extract 35-dimensional feature vectors, score with rules + ML, dispatch alerts Rule engine with ModSecurity CRS-inspired patterns (SQLi, XSS, path traversal, command injection, Log4Shell, SSRF) Real-time WebSocket alert feed with live severity scoring and threat classification Auto-trains on first deploy with synthetic data, retrains from the dashboard using your actual stored events Deploys as a Docker sidecar alongside any nginx-based infrastructure with zero code changes
A tool that does one thing gets adopted. My first version tried to do six and nobody installed it.
Everything else — smaller tools, CTF solutions and half-finished experiments — lives on GitHub.
Browse the repositories ↗