CV
Education, research, professional and teaching experience, selected projects, and technical credentials.
Education
M.Sc. in Information Technology Engineering
Islamic Azad University, Central Tehran Branch
B.Sc. in Civil Engineering
Islamic Azad University, Khomeinishahr Branch
Selected Publications
Enhancing Intrusion Detection Using MAG: A Shallow Multilayer Perceptron Tuned with Adam and Grey Wolf Optimization
Internet of Things (IoT) Intrusion Detection by Machine Learning (ML): A Review
Professional & Teaching Experience
IT & Infrastructure Specialist · Barfaraz
Manage and support organizational IT infrastructure, computer networks, servers, endpoints, monitoring systems, backup, virtualization, security services, and business-critical IT operations. Full-time from 2013–2016 and 2021–present; part-time from 2016–2021.
Lecturer · Allameh Naeini Higher Education Institute
Taught Local Computer Networks, Network Installation and Configuration, Computer Architecture, Expert Systems, and Technical Writing and Oral Presentation.
Technical Instructor · Herfeh va Fan-e No Technical and Vocational Training Institute
Delivered practical courses in MikroTik RouterOS, network security fundamentals, Windows Server, Linux system administration, front-end web development, and WordPress.
Selected Research & Technical Projects
Enhancing Intrusion Detection Using MAG
Developed a lightweight shallow multilayer perceptron tuned with Adam and Grey Wolf Optimization for high-performance IoT intrusion detection.
Machine-Learning-Based Anomaly and Intrusion Detection in IoT Networks
Designed and evaluated an optimization-assisted machine-learning workflow using the Grey Wolf Optimizer for IoT anomaly and intrusion detection.
Hansen’s Foundation Bearing-Capacity Method
Computational implementation of Hansen’s method for estimating foundation bearing capacity using PHP.
Selected Skills
Research & Data
Infrastructure & Development
Civil Engineering
Selected Professional Certifications
This page presents selected, relevant credentials. Additional credential records are available on LinkedIn.
Languages
English
Professional working proficiency
Persian
Native or bilingual proficiency