My Projects
A showcase of technical projects demonstrating expertise in system architecture, distributed systems, and cybersecurity.
ML-powered SOC Threat Detection Assistant
Leverages machine learning (LSTM-autoencoder) for anomaly-based detection of novel, signature-less attacks (e.g., 'low and slow'). Integrates NLP for contextualized threat insights. Currently in progress.
Key Features:
- LSTM-autoencoder for anomaly detection
- Detection of signature-less attacks
- NLP integration for threat contextualization
- Real-time threat analysis and reporting
Bulk Bank Account Validator
Developed a robust bulk bank account validator capable of processing large volumes of data from JSON, XML, and XLS formats. It securely validates accounts, tokenizing and encrypting sensitive information, and delivers detailed valid/invalid reports via email.
TutorMtaani
An AI-powered tutor that curates personalized learning paths based on user interests, proficiency, and preferred study modes. It provides relevant resources (articles, videos, course links) and is accessible via WhatsApp, web application, and CLI.
gzradio.ke
The official website for gzradioke, providing a modern web presence for the radio station with responsive design and interactive features for listeners and content management.