Profile Summary

Desktop, Mobile, Web application Developer / AI & Deep Learning Specialist in Image and Text Analysis / Ph.D. in BioMedical (Bio-Electric) Engineering

Contact

Skills

Python

100%

Deep Learning

100%

C#

80%

Medical Image Processing

80%

Computer Vision

80%

Natural Language Processing (NLP)

80%

Tensorflow

80%

Keras

80%

OpenCV

80%

Digital Signal Processing

80%

Backend (Django / Flask / ASP.Net)

80%

GUI design

80%

Front-end development

60%

Mobile (Flutter / React Native)

60%

C++

60%

Machine Learning

60%

Linux

60%

Database (SQL)

60%

PyTorch

60%

Matlab

60%

QT / PyQt

60%

Embedded systems

60%

Language

English

80%
Reading
80%
Speaking
80%
Writing
80%
Listening

French

60%
Reading
40%
Speaking
40%
Writing
40%
Listening

Education

  • PhD Biomedical Engineering

    2014 - 2021

    Branch Bio-electric

    Institute/University: Shahed University

  • Master Biomedical Engineering

    2010 - 2012

    Branch Bio-electric

    Institute/University: Tehran University of Medical Science

  • Bachelor Biomedical Engineering

    2004 - 2009

    Branch Bio-electric

    Institute/University: Isfahan University

Work Experience

  • ֍ Surgical Navigation System Developer

    Parseh Intelligent Surgical Systems (https://www.parsiss.com/)

    January 2011 - August 2022

  • ֍ Deep Learning Specialist

    Visio Impulse

    Since March 2022

  • ֍ Course Instructor

    Sharif University of Technology (https://sctae.jdsharif.ac.ir/)

    Since October 2021

  • ֍ Course Instructor

    Faradars (https://faradars.org/)

    Since January 2017

Projects

Title of Project: Python+Flask Web Applications

For: VisioImpulse Co.

Description: 3 Web applications including web scraping, image processing, data analysis, report generation, user management,... with the integration of large language models and modern chatbots

Title of Project: ֍ Natural Language Processing

For: VisioImpulse Co.

Description: Analysis, modeling, automatic data extraction, and intelligent semantic search in specialized documents with Tensorflow and Pytorch

Title of Project: ֍ Surgical Navigation System

For: Parsiss Co.

Description: Collaboration in the development of surgical navigation system software with applications in neurosurgery, ENT, and spine surgeries with C++ and C#

Title of Project: ֍ Virtual Bronchoscopy System

For: Parsiss Co.

Description: The virtual bronchoscopy system with electromagnetic tracking / 2D and 3D visualization of CT scan images with Python and PyQt + VTK

Title of Project: ֍ Medical Image Visualization / Analysis

For: Private

Description: Coding with Python / GUI with PyQt Analysis and 2D / 3D visualization of medical images with VTK / ITK

Title of Project: ֍ Stereo Camera Calibration and Usage

For: Parsiss Co.

Description: Stereo / Single camera calibration using OpenCV in C# and Python

Title of Project: ֍ Medical Image Segmentation

For: Shahed University / Parsiss Co.

Description: Segmentation of Liver / brain tumors / lung / lung airways / ... in 2D and 3D medical images with Tensorflow + Keras

Title of Project: ֍ Klassima website

For: Online Education

Description: Persian WordPress + PHP Website for Online Video Courses and Workshops

Title of Project: ֍ GhabzeMan Android + Web App

For: Power Department

Description: Electricity bill calculations. Coded in Flutter for Android. Web app with Flask

Research

Title of Incorporating prior shape knowledge via data-driven loss model to improve 3D liver segmentation in deep CNNs

Publisher: International journal of computer assisted radiology and surgery

Title of Improving the Performance of Deep CNNs in Medical Image Segmentation with Limited Resources

Publisher: Deep Learning in Healthcare. Intelligent Systems Reference Library

Title of A projected landmark method for reduction of registration error in image-guided surgery systems

Publisher: International Journal of Computer Assisted Radiology and Surgery

Honors

Fourth place in the country in the national master's exam of the Ministry of Health

Twenty-fifth place in the country in the national doctoral exam of the Ministry of Science

Best research student of the biomedical engineering field award from Shahed University