About Me

Welcome to my personal website! I am a passionate and dedicated PhD student specializing in computer science at École de tchnologie supérieure in Montreal, Canada. My research revolves around the fascinating intersection of machine learning, deep learning, computer vision, and image processing, with a specific focus on medical image processing. My primary objective is to advance healthcare technology, and I am currently engaged in developing deep learning methods to achieve accurate brain morphometry from magnetic resonance imaging. This research aims to minimize algorithmic bias and enhance segmentation, contributing to more reliable and precise medical diagnoses. With a strong academic background, extensive research experience, and proficiency in programming languages such as Python, C++, and Java, I possess the necessary expertise to tackle complex challenges in this field. I thrive on continuous learning and possess a strong problem-solving ability, always paying close attention to detail.

My ultimate goal is to make significant contributions to the dynamic and ever-evolving fields of deep learning, computer vision, and image processing. Through these endeavors, I aspire to improve medical diagnoses and revolutionize healthcare practices for the betterment of society. Thank you for visiting my website!

Education

▪ Ph.D. in Computer Science
Sep 2023 - Present
  |  Dept. of Software and IT Engineering, École de Technologie Supérieure , Montréal | Canada

Thesis title: Deep Learning Methods for Accurate Brain Morphometry from Magnetic Resonance Imaging: Mitigating Algorithmic Bias and Enhancing Segmentation

Supervisor: Sylvain Bouix

-----------------------------------------------------------------------------------

▪ M.Sc. in Information Technology (IT)
Sep 2017 - Feb 2021
  |  Dept. of Computer Engineering and Information Technology, Razi University, Kermanshah | Iran

Thesis title: Detecting surface water in satellite imagery using machine learning algorithms

GPA: 4/4, (18.36/20)

Supervisor: Abdolhossein Fathi

-----------------------------------------------------------------------------------

▪ B.Sc. in Computer Engineering-Software
Sep 2013 - Aug 2017
   |  Dept. of Computer Engineering and Information Technology, Razi University, Kermanshah | Iran

Thesis title: Designing and implementing a hotel management software with C#

GPA: 3.9/4, (18.67/20)

Supervisor: Sajad Ahmadian

Work And Research Experience

▪ Computer Vision Researcher| MadlyMind Company| Dec 2022 - Aug 2023| Kurdistan, Iran

▪ Computer Vision Researcher| Freelancer| Jul 2022 - Oct 2022| Kurdistan, Iran

▪ Deep Learning Engineer (Full-time, Remote)| Desphilman Pty Ltd Company| Nov 2021 - Jul 2022| Melbourne, Australia

▪ Image Processing Research Assistant (Part-time)| Image Processing Lab, Razi University| Sep 2019 - Feb 2021| Kermanshah, Iran

▪ Android Developer (Part-time)| APA Specialized Center, Razi University| Dec 2016 - Dec 2017| Kermanshah, Iran

▪ Java, Android, HTML and CSS Develope (Part-time)| Aland Company| Oct 2014 - Oct 2015| Kurdistan, Iran

Honors and Awards

▪ The award for the best team participating in the IoT bootcamp 1400 (IOTIran)| Sep 2021

▪ Ranked 1st for highest GPA in the M.Sc. session among students| July 2019

▪ Ranked 2nd for highest GPA in the B.Sc. session among students| July 2017

▪ Academic reward from Elite Foundation for B.Sc.’s high GPA (BMN)| Sep 2017

▪ Eligible for applying to continue my education in the Master’s program in Razi University without taking the ’National Entrance Exam’| July 2017

▪ Ranked 2nd in ACM programming competition for 2 years in Razi University| May 2015, 2016

Research Interests

Machine Learning
Deep Learning
Computer Vision
Image Processing

Skills Summary

▪ Programming:

  • Python
  • Matlab
  • C++
  • Java
  • Android

▪ Libraries:

  • Pytorch
  • TensorFlow
  • Numpy
  • Pandas
  • OpenCV
  • MatPlotlib
  • Scikit-Learn

▪ Database:

  • MongoDB
  • SQL
  • MySQL

▪ Languege:

  • English
  • Kurdish
  • Persian

▪ Soft Skills:

  • Leadership
  • Event Management
  • Time Management
  • Lifelong Learner

▪ Miscellaneous:

  • GitHub
  • Html, CSS
  • Latex

Teaching Experience

▪ Teaching Python Programming and Computer Graphics (Part-time)| Hoboot Educational Institution| Nov 2019 - Jul 2021| Kermanshah, Iran

▪ Teaching Assistant for Digital Image Processing Course (Part-time)| Razi University, Department of Electrical and Computer Engineering| 2018 -fall| Kermanshah, Iran

▪ Teaching Basic Computer Skills to Seniors (Part-time)| The Ministry of Education| Sep 2019 - Sep 2022| Kurdistan, Iran

Current Certificates

▪ Programming for Everybody: Getting Started with Python| Coursera

▪ Python Data Structures| Coursera

▪ Certificate of skill-based training course| IoT Bootcamp 1400

▪ Principles of Project Management and Documentation| IoT Bootcamp 1400

Publications

Authors Title Venue Year Link
Samaneh Molavi Vardanjani, Abdolhossein Fathi, Kaveh Moradkhani Grsnet: gated residual supervision network for pixel-wise building segmentation in remote sensing imagery International Journal of Remote Sensing 2022
Kaveh Moradkhani, Abdolhossein Fathi Segmentation of waterbodies in remote sensing images using deep stacked ensemble model Journal of Applied Soft Computing 2022

News

August 1 2023

This site was updated on August 1.