Security Projects
Open-source tools, AI-powered security applications, and research built during CTF competitions, professional engagements, and independent security research.
AI-Based Network Reconnaissance Tool
LiveAI-powered network reconnaissance tool for Security Administrators. Uses natural language processing to interface with Nmap, automatically interpreting scan results and providing actionable intelligence. Deployed live at recon-nydl.vercel.app.
AI-Based Malware Detector
ActiveMachine learning-powered malware detection system that analyses PCAP network captures to identify suspicious traffic patterns and flag potential malware communication. Built with Python and ML classification models.
Encrypto — File Encryption Tool
ActiveA Python command-line tool for encrypting and decrypting files — converting plaintext to ciphertext using symmetric encryption. Designed for secure local file storage and safe data transport.
Fees Management System
CompletedFull-stack web application for managing institutional fees — built as the ALX Africa software engineering programme portfolio project. Demonstrates full-stack development capability with a secure, real-world application.
SIEM Alert Tuning Playbook
ActiveA documented collection of Splunk SPL and KQL queries for fine-tuning SIEM rules to reduce false positives. Covers brute-force detection, lateral movement, C2 beaconing, and data exfiltration patterns from real SOC experience at CyberHawk Limited.
CTF Writeups Collection
OngoingDetailed walkthroughs and writeups from HackTheBox and TryHackMe machines. Covers privilege escalation, web exploitation, Active Directory attacks, and forensics challenges — shared with the community.