OSCAR KIAMBA

I am a Computer Science professional with a BTech specialization in Artificial Intelligence and Machine Learning, focused on building intelligent, data-driven systems that address real-world challenges. My technical interests span machine learning, deep learning, and applied computational frameworks, with an emphasis on scalable and secure systems.

I am actively involved in research on a cross-domain intrusion detection framework that leverages machine learning and deep neural network–based modular ensemble architectures for Internet of Everything (IoE) ecosystems. This work addresses security challenges in heterogeneous environments such as smart healthcare, industrial automation, and smart city infrastructures, with a focus on robustness and cross-domain generalization. In parallel, I have contributed to research on improving object detection performance under noisy conditions using deep feature extraction and spatial denoising techniques, enhancing reliability in surveillance and intelligent monitoring applications.