Farzad Yousefi's Website

Farzad Yousefi

I am free and ready to start whenever you need me. Regarding the hours, I am flexible and willing to work whenever the team needs me the most.

Farzad.yousefi76@gmail.com

I graduated in 2020 with a bachelor's degree in computer software engineering from University of Science and Technology of Mazandaran, advised by Prof. Reza Javanmard and Prof. Malihe Danesh. I am proud to have been included in the team behind the article: Gurkirt Singh - ROAD: The Road Event Awareness Dataset for Autonomous Driving 2021 -Publisher: IEEE. I used to be quite busy over the last two years, due to the conscription in Iran, but I am now open for discussion, and open for cooperation in the area of AI. I prefer to share whatever I have learned so we can learn together. If you think my cooperation might be beneficial, feel free to contact me, I would be happy to provide it.

Research Interests

Machine Learning

Machine Vision

Deep Learning

Education

Sep. 2016 - Sep. 2020

Projects

The Most Tricky But Essential Mathematical Concepts Which Play Crucial Role In Machine Learning Algorithms. The Project contains several educational purpose notebooks in which some of the most tricky but essential mathematical concepts that play crucial roles in machine learning algorithms, including Taylor Series, Constrained Optimization, Newton-Raphson Method, and Gradient Descent, are explained and programmed.
House Price Prediction using Linear Regression This project contains code for House Price prediction using Linear Regression. This project is based on the dataset that can be found through Tehran (Divar.ir) House Price Prediction thanks to Dr. Soheil Tehranipour.
Breast Cancer Prediction using Random Forest Classifier This project is based on the dataset published by UCI MACHINE LEARNING available in Kaggle. The hottest project based on this dataset is developed by BUDDHINI W which has achieved an excellent acccuracy about 94.4% which looks perfect. However, in this repository, you can gain the accuracy of 99.1% on test data split.

Publications

Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi , Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin -ROAD: The ROad event Awareness Dataset for Autonomous Driving, 23rd Feb 2021 [pdf], Publisher: [IEEE]

Skills

Computer Skills

Programming Languages & Tools

Operating Systems

Languages

English: Full Professional Proficiency

Persian: Mother Tongue

Interests

Teaching (check out my instagram)

Studying

Programming

Awards & Honors

Ranked Top 5% in The National University Entrance Examination of Bachelor's Degree Program Among All Iranian Students in Math & Physics, 2016.

Awarded for The Best Student Scientific Chapter (SSC) of University of Science and Technology of Mazandaran, 2018.

Ranked Top 10 students in University of Science and Technology of Mazandaran, 2020.

Graduated from University of Science and Technology of Mazandaran with a 3.42 GPA, 2020.