About Me

I’m Mohammad Amir Eshraghi, and I go by Robben in daily life! Formerly a Digital Electronic Engineer, and recently an applied AI engineer, now I’ve been a Researcher in the intersection of AI and Robotics.

Research and Projects

• 2026
  • Next generation of Intelligence Robotics (in progress)
• 2025
  • Simulated Deep Reinforcement Learning for Robotic Grasping [GitHub]
    
  • Proposal: Adaptive 4D Vision in Robotics [PDF]
• 2024
  • Weed Identification System Based on Drone Images [GitHub]
    
  • Proposal: Smart Vertical Farming Monitoring System[PDF]
• 2023
  • AI-based Leukemia Diagnosis Mobile Application [Paper] [GitHub] [Data_Kaggle]
    
  • AI-based White Blood Cell Classification [GitHub]
• 2022
  • COV-MobNets framework based on MobileViT & MobileNetV3 [Paper] [GitHub] [Kaggle]
    
  • AI-based Covid-19 Diagnosis Systems: Dual-phase CNN-based framework [Paper] [GitHub] [Data_Kaggle]
    
• 2017-2019
  • IoT-based Embedded System
  • Advanced Line-Following Robot [GitHub]
    

Publications

• COV-MobNets: A Mobile Networks Ensemble Model for Diagnosis of COVID-19 based on Chest X-ray Images
  (MA. Eshraghi, A. Ayatollahi, SB. Shokouhi)
  [BMC Medical Imaging, 2023] [doi] [GitHub]

• A Mobile Application based on Efficient Lightweight CNN model for Classification of B-ALL Cancer from non-cancerous Cells: A Design and Implementation Study
  (A. Hosseini, MA. Eshraghi, T. Taami, H. Sadeghsalehi, Z. Hoseinzadeh, M. Rafiee, M. Ghaderzadeh)
  [Informatics in Medicine Unlocked, 2023] [doi] [GitHub]

• Efficient Framework for Detection of COVID-19 Omicron and Delta Variants Based on Two Intelligent Phases of CNN Models
  (M. Ghaderzadeh, MA. Eshraghi, F. Asadi, A. Hosseini, R. Jafari, D. Bashash, H. Abolghasemi)
  [Computational and Mathematical Methods in Medicine, 2022] [doi] [GitHub]

Academic Experiences

• Research Collaborator, Oregon State University (OSU), USA
  
  

• Research Assistant, Iran University of Science and Technology (IUST), Iran
  Bioelectronic Lab, (Dr. Ahmad Ayatollahi) | Master Thesis in WBC Image Classification based on ViT and attention concepts
  

• Research Assistant, Iran University of Science and Technology (IUST), Iran
  Machine Vision Lab, (Dr. Baradaran Shahriar Shokouhi) | Developed AI-based Covid-19 Detection Systems, resulting in one publication.
  

• Research Collaborator, Shahid Beheshti University of Medical Sciences (SBUMS), Iran
  Hematology Research Group, (Dr. Mustafa Ghaderzadeh) | Developed Leukemia Diagnosis AI-based Mobile Application, resulting in one publication, oral presentation, and a proposal.
  

• Research Collaborator, Shahid Beheshti University of Medical Sciences (SBUMS), Iran
  Radiology Research Group, (Dr. Mustafa Ghaderzadeh) | Developed AI-based Covid-19 Diagnosis Systems, resulting in one publication.
  

Education

• Ph.D., Oregon State University
  
  

• M.Sc. in Digital Electronic Systems, Iran University of Science and Technology
  First-rank GPA, GPA= 18.78/20
  

• B.E | A.E. in Electronic Engineering, Technical and Vocational University
  
  

Gallery