Amir Kasaei

Master of Science in Computer Software Enigneering

September 2023 - Present

Sharif University of Technology

GPA: 4

Grade: 18.53

Bachelor of Science in Computer Enigneering

September 2019 - July 2023

University of Guilan

GPA: 3.98

Grade: 19.58

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

Compositional Text-to Image Generation

• Research Assistant at RIML Lab
• Deep Learning Course at Sharif University of Technology

Deep Learning

• Deep Learning Course at Sharif University of Technology
• 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

Photography

• Artworks here at

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 of System 2 in AI

February 2025 - June 2025

Instructor: Dr M H Rohban, Dr M Soleymani

Skills: Compositional Generation · Inferenece-Time Optimization · LLM · Reasoning

Teaching Assistant of Deep Learning

February 2025 - June 2025

Instructor: Dr M Soleymani

Skills: Optimization · Diffusion · Image Generation

Teaching Assistant of Intelligent Analysis of Biomedical Images

September 2024 - January 2025

Instructor: Dr M H Rohban

Skills: Deep Learning · Medical Image Analysis · Trustworthy . Interpretability

IT Support Technician

September 2019 - Present

Guilan Soha Seir

Skills: Troubleshooting . Hardware . Software . Technical

Investigating Challenges and Enhancing Methods for Compositional Generation in Text-to-Image Generative Models

Augest 2024 - Present

• Improving Compositional Text-to-Image alignment in Stable Diffuion through training-free mathod
• In this project we used Huggingface, PyTorch, Numpy.

MAML on Human Sperm Abnormality Detection

February 2024 - June 2024

• 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

October 2022 - February 2023

• 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.

Kidney Renal Cancer Detection

January 2024 - Present

• We used a classification model to dtect 12 differnet types of renal cancer tumors

An Odd Music Generator

May 2022 - June 2022

• 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

June 2023 - July 2023

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