Projects
Research & Technical Work
Selected projects connecting machine learning, cybersecurity, IT infrastructure, software development, and civil engineering.
Selected Projects
Research · 2024–2026
Enhancing Intrusion Detection Using MAG
Extended M.Sc. research through the development of a shallow multilayer perceptron tuned with Adam and Grey Wolf Optimization for lightweight IoT intrusion detection and false-alarm reduction.
Machine LearningIoT SecurityNeural NetworksOptimization
M.Sc. Thesis · 2021
Machine-Learning-Based Anomaly and Intrusion Detection in IoT Networks
Designed and evaluated an optimization-assisted machine-learning workflow for anomaly and intrusion detection in IoT networks, including data preprocessing, feature selection, classification, and performance analysis.
Intrusion DetectionAnomaly DetectionIoTMATLAB
B.Sc. Technical Project · 2011
Computational Implementation of Hansen’s Method for Estimating Foundation Bearing Capacity Using PHP
Implemented Hansen’s foundation bearing-capacity calculations in PHP, connecting geotechnical engineering with software-based computational modeling.
Geotechnical EngineeringFoundation DesignPHPComputational Modeling