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CV

Curriculum Vitae

Education, research, professional and teaching experience, selected projects, and technical credentials.

Research profileMachine learning, IoT security, anomaly detection, and smart infrastructure
Academic backgroundM.Sc. in Information Technology Engineering and B.Sc. in Civil Engineering
Current roleIT & Infrastructure Specialist

Education

2016–2021

M.Sc. in Information Technology Engineering

Islamic Azad University, Central Tehran Branch

Thesis: Machine-Learning-Based Anomaly and Intrusion Detection in IoT Networks.

2005–2011

B.Sc. in Civil Engineering

Islamic Azad University, Khomeinishahr Branch

Technical project: Computational Implementation of Hansen’s Method for Estimating Foundation Bearing Capacity Using PHP.

Selected Publications

Accepted

Enhancing Intrusion Detection Using MAG: A Shallow Multilayer Perceptron Tuned with Adam and Grey Wolf Optimization

Cluster Computing(Springer Nature)Accepted for publication, 2 July 2026
Published

Internet of Things (IoT) Intrusion Detection by Machine Learning (ML): A Review

Asia-Pacific Journal of Information Technology and Multimedia12(1), 13–38 (2023)

Professional & Teaching Experience

2013–Present

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.

2021–2024

Lecturer · Allameh Naeini Higher Education Institute

Taught Local Computer Networks, Network Installation and Configuration, Computer Architecture, Expert Systems, and Technical Writing and Oral Presentation.

2018–2021

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

Research · 2024–2026

Enhancing Intrusion Detection Using MAG

Developed a lightweight shallow multilayer perceptron tuned with Adam and Grey Wolf Optimization for high-performance IoT intrusion detection.

M.Sc. Thesis · 2021

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.

B.Sc. Technical Project · 2011

Hansen’s Foundation Bearing-Capacity Method

Computational implementation of Hansen’s method for estimating foundation bearing capacity using PHP.

Selected Skills

Research & Data

Machine LearningArtificial IntelligenceIoT SecurityAnomaly DetectionIntrusion Detection SystemsNeural NetworksOptimization AlgorithmsData AnalysisPythonMATLAB

Infrastructure & Development

IT Infrastructure ManagementComputer NetworksNetwork SecuritySystem AdministrationVirtualizationWordPressPHPHTML & CSSSQL

Civil Engineering

Geotechnical EngineeringFoundation DesignComputational ModelingSmart InfrastructureDigital Twins
Selected Professional Certifications
Linux System Administration with IBM Power SystemsIBM · Coursera · 2023
Python Data StructuresUniversity of Michigan · Coursera · 2023
DevOps on AWS: Code, Build, and TestAmazon Web Services · Coursera · 2023
Introduction to Artificial Intelligence (AI)IBM · Coursera · 2022
SQL for Data ScienceUniversity of California, Davis · Coursera · 2022
AWS Cloud Technical EssentialsAmazon Web Services · Coursera · 2022
Fundamentals of Red Hat Enterprise LinuxRed Hat · Coursera · 2022
Cloud Computing Concepts, Parts 1 and 2University of Illinois Urbana-Champaign · Coursera · 2021–2022
Cloud Systems SoftwareGeorgia Institute of Technology · Coursera · 2022
Software Defined NetworkingGeorgia Institute of Technology · Coursera · 2021
Google Cloud Fundamentals: Core InfrastructureGoogle Cloud · Coursera · 2021
Veeam Availability Suite Backup ExpertTOSINSO · 2021

This page presents selected, relevant credentials. Additional credential records are available on LinkedIn.

Languages

English

Professional working proficiency

Persian

Native or bilingual proficiency