CURRICULUM VITAE
CURRICULUM VITAE
CURRICULUM VITAE

Research interests

  • Network
  • Machine Learning
  • Image
  • Computer Network
  • Wireless and Mobile Communication
  • Internet of Things
  • RFID
  • Supervised learning 
  • Deep Learning
  • Neural Network
  • Reinforcement Learning
  • Image processing
  • Signal processing

Education

Ph.D

University of California, Santa Cruz

August 2019- present
California, Santa Cruz
Department of Computer Engineering
Supervisor: Professor J.J. Garcia Luna Aceves

M.S.

Iran University of Science and Technology

2009 - 2012
Tehran,Iran
Information Communication Technology
GPA: 3.7 / 4

B.S.

University of Isfahan

2003-2007
Isfahan,Iran
Electrical Electronic Engineering
GPA: 3.3 / 4

Work Experience

East Paradise Rayan Co.

April 2011-March 2018

Isfahan, Iran
located in Isfahan Science and Technology Town,member of International Association of Science Parks.
Vice-Chairperson and hardware/software developer
  • Developing and implementing hardware and software projects
  • Programming for AVR/ARM microcontrollers
  • Implementing and Customizing a variety of RFID modules in different projects and designing RFID Antennas
  • Web designing and developing

Skills

Data Science

Python, Tensorflow, Keras

Programming

MATLAB / Python / C / C++ / PHP / HTML / JavaScript / CSS /Ajax / VLSI  

Hardware

  • ARM / AVR microcontrollers, FPGAs and PLC programming.
  • Implementing and Customizing a variety of RFID modules and designing RFID Antennas.                            
  • Driving a variety of wireless modules, sensors, LCDs and digital cameras.
  • PCB designing.

Others

  • Network Simulator: NS3
  • Graphic Software: Photoshop/Illustrator/InDesign/CorelDraw                    
  • Website CMS: WordPress/Jumla/Opencart
  • PCB Design and Circuit Simulator: Altuim Designer/Proteus Design

Publications

Applying a New Unequally Weighted Feature Fusion Method to Improve CAD Performance of Classifying Breast Lesions [link]
2018

Abolfazl Zargari, Gopichandh two-factor, Morteza Heidari, Yue Du, Najmeh Mashhadi, Yuchen Qiu and Bin Zheng

SPIE Medical Imaging Conference, 2018.

Fire detection in video sequences using a machine learning system and a clustered quantitative image marker
2019

Abolfazl Zargari, Rakshit Agrawal, Najmeh Mashhadi

IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC)

An approach to human iris recognition using quantitative analysis of image features
2019

Abolfazl Zargari, Najmeh Mashhadi

IEEE Future of Information and Communications Conference (FICC)

An approach to iris recognition using quantitative analysis of image features
2018

Najmeh Mashhadi, Morteza Heidari, Abolfazl Zargari

Second National Conference on Knowledge and Technology of Electrical, Computer and Mechanical Engineering, Iran, 2018.

A combined feature extraction method for separation of voiced and unvoiced parts of the speech signal using SVM classification
2018

Najmeh Mashhadi, Morteza Heidari, Abolfazl Zargari

Second National Conference on Knowledge and Technology of Electrical, Computer and Mechanical Engineering, Iran, 2018.

Optimal Multipath Routing using BFS for Wireless Sensor Networks
2018

Najmeh Mashhadi

Second National Conference on Knowledge and Technology of Electrical, Computer and Mechanical Engineering, Iran, 2018.

Authentication in mobile cloud computing by combining the two-factor Authentication and one-time password token
2015

Najmeh Mashhadi

Ciancia e Natura, 2015.

Left ventricle segmentation in Eco cardiograph images using manifold-based learning methods and directional vector field convolution
2014

Najmeh Mashhadi, Hamid Behnam, Ahmad Shalbaf, Zahra Alizadeh

Iranian Journal of Electrical and Computer Engineering (IJECE), Vol. 12, No. 1, 2014.