About Me

I am a cosmological data scientist with a deep interest in exploring the universe through big data. My academic journey, including my Master's in Gravitation and Cosmology from the University of Zanjan, has equipped me with hands-on experience in observational astronomy, data analysis, and developing ML/DL algorithms for galaxy classification. As part of my work, I developed the ZEMO Python package , based on Zernike moments, to automate the classification of galactic structures. My research focuses on applying machine learning and deep learning to solve complex problems in cosmology by designing innovative AI architectures. In addition to my cosmological work, I have also applied my AI expertise to analyze financial markets in a contract project. Currently, I am seeking opportunities to pursue a PhD and work as a research assistant within computational cosmology groups at top universities around the world. I am excited to leverage my skills in data science, AI, and astronomy to contribute to cutting-edge research in this rapidly evolving field. See my full CV:

Curriculum Vitae

Education:
- B.Sc in Computer software engineering
- M.Sc in Gravity and Cosmology / 2021-2023

Research Interests:
- Cosmological ML/DL
- Galactic and Extra-Galactic AI
- Astronomical Data Science and Machine Learning

Publications:
1. Zernike Moments Description of Solar and Astronomical Features: Python Code
2. Galaxy Morphological Classification with Zernike Moments and Machine Learning Approaches

Research

My research focuses on leveraging big data and artificial intelligence to explore the universe, with an emphasis on cosmological data science and machine learning. I have developed ML/DL models for automated morphological galaxy classification, utilizing advanced feature extraction techniques like Zernike moments. Additionally, I have experience in observational astronomy, astronomical data mining, and AI applications beyond astrophysics, including financial market analysis. My broader interest lies in designing AI-driven methods to detect and analyze cosmological phenomena, contributing to our understanding of the universe. Here is the list of my publications:

Papers:

Teaching

Teaching:
Dynamical Astronomy
Stellar Astrophysics
Physics of Science Photography
Observational Astronomy