Amir Kasaei | Home Page

About

Learn more about me

Machine Learning Researcher

As a diligent and ambitious student, I am fully committed to leveraging my passion and skills to build a promising future. I successfully completed my Bachelor of Science in Computer Engineering at the University of Guilan, ranking first among my peers with a GPA of 19.58. My interest in the realm of Machine Learning sparked during my high school days and has only flourished since entering university, with a particular emphasis on Deep Learning, Computer Vision, Data Science, etc. and their diverse applications. In addition to my academic pursuits, I actively engage in research and take on projects within the field of ML, fueling my enthusiasm and deepening my knowledge.

Birthday: 28 May 2001
Website: amirkasaei.com
Phone: +98 921 426 4457
City: Tehran, Iran

Age: 22
Degree: MSc of Software Engineering (with focus on ML Algorithms)
Email: a.kasaei@me.com
Academic Email: amir.kasaei37@sharif.edu

Projects

Licenses & Certifications

Skills

Languages

Experiences

Interests

Education

My Education

University

Master of Science in Computer Software Enigneering

September 2023 - Present

Sharif University of Technology

GPA: 4

Grade: 18.5

Bachelor of Science in Computer Enigneering

September 2019 - July 2023

University of Guilan

GPA: 3.98

Grade: 19.58

School

High School

September 2015 - July 2019

Dr. Moein

Field: Mathematics & Physics

GPA: 4

Grade: 19.94

Middle School

September 2012 - July 2015

Begher Al'Olum

GPA: 4

Grade: 20

Honors & Awards

My Honors & Awards

Ranked 1st among B.Sc. Computer Engineering Students (Certificate in Persian)

Sep 2019 – Aug 2023

M.Sc of Software Engineering Admission at Sharif University of Technology as an Exceptional Talented Student

Sep 2023

Tuition Waiver, Bachelor of Science, University of Guilan

Sep 2023

Skills

My Skills

Fields

Artificial Intelligence

Artificial Intelligence Course at University of Guilan
Deep Learning Specialization at DeepLearning.AI
Machine Learning Specialization at DeepLearning.AI

Machine Learning

Machine Learning Course at University of Guilan
NLP Course at University of Guilan
Deep Learning Specialization at DeepLearning.AI
Machine Learning Specialization at DeepLearning.AI

Deep Learning

Deep Learning Course at University of Guilan
Deep Learning Specialization at DeepLearning.AI
Machine Learning Specialization at DeepLearning.AI

Web Developement

HTML
CSS
PHP
MYSQL

Digital Circuit Design

Digital Circuit Design Course at University of Guilan
Hardware & Software CoDesign Course at University of Guilan
VHDL

Photography

Artworks here at

Programming Languages & Libraries

Python

Tensorflow

Pytorch

Java

C++

HTML

CSS

Bootstrap

PHP

MYSQL

VHDL

Experiences

My Experiences

Research Assistant

September 2023 - Present

RIML Lab (Sharif Univeristy of Technology)

Supervisor: Dr M H Rohban

Skills: Machine Learning . Deep Learning . NLP . Computer Vision . Compositional Generation . Medical Image Analysis

Research Assistant

September 2022 - Present

Univeristy of Guilan

Supervisor: Dr S A Mirroshandel

Skills: Machine Learning . Deep Learning . NLP . Computer Vision . Machine Translation . Medical Image Analysis

Teaching Assistant

Teaching Assistant of Artificial Intelligence

September 2022 - January 2023

Instructor: Dr Y Boreshban

Skills: Artificial Intelligence (AI) · Machine Learning · Unsupervised Learning · Reinforcement Learning

Teaching Assistant of Digital Circuits

September 2022 - January 2023

Instructor: Dr M Aminian

Skills: Digital Circuit Design . VHDL

Teaching Assistant of Microelectronic Circuits

February 2022 - Present

Instructor: Dr M Aminian

Skills: Microelectronic Circuit Design . VHDL

Work

IT Support Technician

September 2019 - Present

Guilan Soha Seir

Skills: Troubleshooting . Hardware . Software . Technical

Projects

My Projects

MAML on Human Sperm Abnormality Detection

September 2022 - Present

We used MAML model to detected human sperm abnormality on its head, vacoule, acrosome, and tail.
In this project we used Learn2learn, Scikit-learn, PyTorch, Numpy, Matplotlib, seaborn.

Arabic Broken Plurals

September 2022 - Present

We implemented a character based Machine Translation Model model to predict plural form of arabic words.
In this project we used BERT Embedding, Pandas, Scikit-learn, Keras, Tensorflow, Numpy.

An Odd Music Generator

September 2022 - Present

We implemented a Denoising Auto Encoder model to denois the input song, a Deep Neural Network to Recognize notes in teh input song and a Language model to predict the next note of the song.
In this project we used Scikit-learn, Keras, Tensorflow, Numpy, Librosa, Matplotlib.

Image Segementation on CamVid using SegNet

September 2022 - Present

We implemented SegNet model to partition input images into 32-class regions .
In this project we used Pandas, Scikit-learn, Keras, Tensorflow, Numpy, Matplotlib.

Multi-Class Weather Classification

September 2022 - Present

We implemented Simple CNN, Resnet And Inception Net for image classification.
In this project we used Pandas, Scikit-learn, Keras, Tensorflow, Numpy, Matplotlib.

Multi-Lable Text Classification

September 2022 - Present

We implemented a multi task language model to predict class type of subjects and also the sentimental analysis of sentences.
In this project we used Pandas, Scikit-learn, Keras, Tensorflow, Numpy, Hazm, NLTK, Matplotlib.