MATNO Company

• Tasks: Back-end Projects, Web Scraping, Telegram Bot, SQL & No-SQL Databases
• Skills: Programming, Web Development, Teamwork, Problem‑Solving, Responsibility, Communication
• Web Development Tools:
  • NodeJS, Docker, GIT
  • Frameworks: NestJS, AdonisJS, ExpressJS, Django
  • Databases: PostgreSQL, MySQL, MongoDB, Redis

Data Science Research Group

Under the Supervision of Dr. Mostafa H. Chehreghani

• Conduct Research, Develop & implement AI Models, Compile results, Provide progress reports
• Machine Learning, Data Science, Recommender Systems, Graph Neural Networks, Natural Language Processing
• Improving Music Recommender Systems Using Hybrid Methods

In this ongoing research, I leverage hybrid recommendation methods and incorporate diverse side information to improve the fairness and performance metrics of music recommender systems. A key aspect of my approach involves utilizing NLP-extracted features derived from the lyrics of music as valuable side information. By integrating these linguistic insights, I aim to deepen the understanding of user preferences and, consequently, provide more accurate and personalized music recommendations. This project demonstrates how innovative approaches can be used to optimize recommender systems.

Game Theory and Mechanism Design (GTMD) Research Laboratory

Under the Supervision of Dr. Mohammad Hossein Manshaei

• Conduct Research, Program & Run AI Models, Summarize Findings, Prepare Progress Reports
• Deep Learning, Data Science, Generative Adversarial Networks, Computational Biology, Image Processing
• Converting Genome to Gene Expression in Cancer Cells with CycleGAN

For this project, I leveraged two critical datasets from the Cancer Genome Atlas (TCGA) project—namely, the gene expression dataset and the somatic mutation dataset (SNP). Employing a cutting-edge method known as DeepInsight, I transformed these datasets into image representations. Subsequently, by implementing a robust CycleGAN and rigorously testing its functionality, I utilized the transformed images derived from the TCGA datasets as the training data. My objective was to achieve a meaningful conversion between the two distinct dataset domains, thereby contributing to the advancement of understanding gene expression patterns in cancer cells.

Under the Supervision of Dr. Mohammad Reza Heidarpour

• Conduct Research, Run Simulations, Summarize Findings, Prepare Progress Reports
• Operating Systems, Embedded Systems, Microprocessors
• Porting FreeRTOS on Raspberry Pi 3B (Simulating & Porting FreeRTOS)

I actively contributed to the FreeRTOS Porting project, demonstrating my proficiency in embedded systems and real-time operating systems. I successfully simulated FreeRTOS and executed a porting onto the ATmega32 microcontroller. Subsequently, in this project we launched the real-time operating system, FreeRTOS, on Raspberry Pi 3B. After running the test scenarios, we collect the results table and investigate the processing status of this operating system. Calculating the processing power of the combination of the FreeRTOS operating system and different hardwares can be used in various applications.

Under the Supervision of Dr. Saeedeh Momtazi

• Teach & Troubleshoot Students, Design Assignments & Projects, Grade Assignments & Projects
• Skills:
  • Teaching
  • Programming
  • AI/Machine Learning
  • Natural Language Processing (NLP)
  • Language Models
  • Data Analysis

Under the Supervision of Dr. Saeedeh Momtazi

• Teach & Troubleshoot Students, Design Assignments & Projects, Grade Assignments & Projects
• Skills:
  • Teaching
  • Programming
  • AI/Machine Learning
  • Information Retrieval
  • Recommender Systems
  • Data Analysis

Under the Supervision of Dr. Mohammad Reza Heidarpour

• Teach & Troubleshoot Students, Design Assignments & Projects, Grade Assignments & Projects
• Skills:
  • Teaching
  • Programming
  • Operating Systems
  • Algorithms
  • Linux
  • LaTeX

Under the Supervision of Dr. Zeinab Maleki

• Teach & Troubleshoot Students, Design Assignments & Projects, Grade Assignments & Projects
• Skills:
  • Teaching
  • Programming
  • Algorithms
  • Data Structures
  • LaTeX

Under the Supervision of Dr. Elham Mahmoudzadeh

• Teach & Troubleshoot Students, Design Assignments & Projects, Grade Assignments & Projects
• Skills:
  • Teaching
  • Programming
  • Algorithms
  • C/C++