CV
Education, research, professional and teaching experience, selected projects, and technical credentials.
Machine learning, IoT security, anomaly detection, and smart infrastructure
M.Sc. in Information Technology Engineering and B.Sc. in Civil Engineering
IT & Infrastructure Specialist
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
MAG: Optimization-Assisted Machine Learning for IoT Intrusion Detection
Developed and evaluated MAG, a lightweight shallow multilayer perceptron tuned with Adam and Grey Wolf Optimization for high-performance IoT intrusion detection. The resulting peer-reviewed article was published in Cluster Computing, Springer Nature.
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
Artificial Intelligence
IoT Security
Anomaly Detection
Intrusion Detection Systems
Neural Networks
Optimization Algorithms
Data Analysis
Python
MATLAB
Infrastructure & Development
Computer Networks
Network Security
System Administration
Virtualization
WordPress
PHP
HTML & CSS
SQL
Civil Engineering
Foundation Design
Computational Modeling
Smart Infrastructure
Digital Twins
Selected Professional Certifications
IBM · Coursera · 2023
University of Michigan · Coursera · 2023
Amazon Web Services · Coursera · 2023
IBM · Coursera · 2022
University of California, Davis · Coursera · 2022
Amazon Web Services · Coursera · 2022
Red Hat · Coursera · 2022
University of Illinois Urbana-Champaign · Coursera · 2021–2022
Georgia Institute of Technology · Coursera · 2022
Georgia Institute of Technology · Coursera · 2021
Google Cloud · Coursera · 2021
TOSINSO · 2021
This page presents selected, relevant credentials. Additional credential records are available on
LinkedIn.
Languages
English
Professional working proficiency
Persian
Native or bilingual proficiency