Ali Miramirkhani

Ali Miramirkhani

Research Assistant

Isfahan University

Biography

Ali Miramirkhani /æl’i miræmi:‘rxani/ (written as علی میرامیرخانی in Persian) is graduated in Computer Engineering from University of Isfahan in subfield of Software Engineering. He is passionate about intersection of Applied Machine Learning, Data Science and Image Processing, and interested in associated research topics, such as Computer Vision, Data Mining and Visual Computation. He is currently a research assistance and collaborates on refining a coronary angiography dataset under supervision ofDr. Ahmad R. Naghsh-Nilchiin Artificial Intelligence Lab ofUniversity of Isfahan.

Interests

  • Data Mining
  • Computer Vision
  • Digital Image Processing
  • Applied Machine Learning

Education

  • BSc in Computer Engineering, 2020

    Isfahan University

Skills

Python

Image Processing

GNU-Linux

Experience

 
 
 
 
 

Research Assistant

University of Isfahan

Dec 2019 – PresentIsfahan, Iran

Advisor: Dr. Ahmad R. Naghsh-Nilchi

  • Refining two-dimensional grayscale raw angiographic X-ray images dataset to provide an open source standard database
  • Produce noise-free, labeled congestion grade, enhanced and segmented coronary arteries map database
 
 
 
 
 

Internship

Payam Pardaz Co

May 2018 – Aug 2018Isfahan, Iran

Advisor: Mr. Hassani

  • Developing automated End-to-End (E2E) test for a commercial angular web app
  • Using protractorJS framework along with Jasmine testing framework in JavaScript language

Honors and Awards

Honored student in Computer Engineering Department

University of IsfahanSep 2015 – Sep 2020
Ranked third among students of Computer Engineering - software engineering group in University of Isfahan.

Ranked within the top 5%

SanjeshAug 2015
Ranked within the top five percent in National University Entrance Exam of Iran

Honored Student for high school diploma

Saremieh High SchoolSep 2010 – Jul 2014
Ranked 1st in high school, diploma in mathematics and physics (GPA: 4.00)

Notable Course Projects

*
AllSemantic WebArtificial Intelligence

BashScript for User Management in Linux

Develop Linux Shell program to fully create/delete/check system users using Bash Script
BashScript for User Management in Linux

Automated E2E Test for a Commercial Angular Webapp

Developing automated End-to-End (E2E) test for a commercial angular web app, using protractorJS framework along with Jasmine testing framework in JavaScript language
Automated E2E Test for a Commercial Angular Webapp

Artificial Intelligence Sudoku Solver

Design and implement simple search, Genetic Algorithm, Simulated Annealing to solve Sudoku table using C#.
Artificial Intelligence Sudoku Solver

Boolean Model of Information Retrieval

Design and implement Boolean Information Retrieval Model on corpus text documents for boolean and positional search queries using python
Boolean Model of Information Retrieval

Machine Learing SMS text classifier

Implement supervised text classifier to detect mobile spam text messages, deploy Decision Tree and KNN models, Naive Bayes using N-Grams feature generator, TF-IDF as feature weighting method and F1-Score for accuracy evaluation with python and scikit-learn
Machine Learing SMS text classifier

Vector Space Information Retrieval Model

Implement a query search system based on Vector Space Model, using TF-IDF weighting and Cosine Similarity concepts for ranking the related documents
Vector Space Information Retrieval Model

Studied Courses

Fundamentals of Digital Image and Video Processing

learn the basic principles and tools used to process images and videos, and how to apply them in solving practical problems of commercial and scientific interests.
Jul 5, 2020 12:00 AMCoursera

Python 3 Image Processing

learn image processing through an integration of python and image processing libraries likescikit-image
Dec 7, 2019 12:00 AMUdemy online Course

Artificial Intelligence and Expert Systems

learn basic artifical intelligence conepts apply its algorithm
Jan 7, 2019 12:00 AM — May 7, 2019 12:00 AMUniversity of Isahan
Project

Fundamental of Information Retrieval and Web Search(Semantic Web)

learn search engine functionality, indexing method, text processing and query documetns
Jan 7, 2019 12:00 AM — May 7, 2019 12:00 AMUniversity of Isfahan
Project

Object Oriented System Design

learn analysis and design Object-Oriented systems along with programming and model visualization
Sep 5, 2018 12:00 AM — Dec 7, 2018 12:00 AMUniversity of Isfahan

Fundamentals of Data Mining

learn concepts and apply data preprocessing, processing and knowloedge extraction
Oct 7, 2017 12:00 AM — Dec 5, 2017 12:00 AMUniversity of Isfahan

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