Bio
Hi! I’m Mohammad Amin, a recent graduate of the University of Tehran with a master’s degree in mechanical engineering.
My research interests include Auxetic Mechanical Structures, Machine Vision, Autoencoders, and Optimization. I’d rather be called “Nima” as I go by this among my friends!
I’m passionate about using my knowledge to make a positive impact on society. In the future, I hope to pursue a Ph.D. in computer science and work on projects involving machine learning since this greatly impacts human lives. I’d like to have my own contributions.
When not working on my research, I enjoy playing chess on chess.com, reading Tim Urban’s blog, or listening to Lex Fridman’s podcasts.
On this site, you’ll find a list of my publications, notable projects, my CV, and a simple blog where I share my thoughts on computer science, life, and self-improvement.
Selected Projects
Publications
Stacked Ensemble Regression Model for Prediction of Furan. Faraji, M.A, Shooshtari, A, El-hag, A. 2023. Energies, MDPI. (Under Review)
Investigation on the characteristics of a Non-Pneumatic tire with different spoke shapes. (Link) Faraji, M.A, Daneshmehr, A.R. 2022. The 30th Annual International Conference of Iranian Society of Mechanical Engineers-ISME2022.
Computational study on a DAH auxetic structure manufactured by corrugated sheets. (Link) Faraji, M.A, Mazaheri, H. 2020. International Conference on Manufacturing Engineering at Tarbiat Modares University-ICME 2018.
GitHub Projects
Comprehensive Study on Feature Importance of Transformers Test Data:
Extracting feature importance of transformers test data and examining their dependencies.
This code is part of the MIT intro to deep learning course.
U.S. Patent Phrase to Phrase Matching:
My code for Kaggle’s NLP competition “U.S. Patent Phrase to Phrase Matching”.
It’s whole objective is a web deployment of a pen or a pencil classifier that is trained on the pictures from the internet.