Neural network for estimation of optical characteristics of optically active and turbid scattering media
arXiv:2011.06934
CV
Education
- B.S. in Electrical and Electronics Engineering, Ferdowsi University of Mashhad, Sep. 2012 - Mar. 2016
- M.S. in Communication Engineering Field And Wave, University of Tehran, Sep. 2017 - Oct. 2020
Work experience
- Summer 2015: Research Assistant
- Ferdowsi University of Mashhad
- Duties included: Worked as a research assistant on an LNA IC design for DNA sequencing(patch clamp) application
- Supervisor: Professor Mohammad Taherzadeh Sani
- Summer 2016: High Speed Circuit Designer
- Tarashe Sanat-e Pishro
- Duties included: Designed a FPGA high speed board with DDR3 SDRAM, Ethernet and multiple peripherals
- Jan. 2019 - Aug. 2019: Electrical Engineer
- Payafanavaran
- Duties included: Implemented a 3D reconstruction software in C#
- Oct. 2019 - Mar. 2020: Consultant
- AI-Bridge
- Duties included: Implementation and design of state of art deep learning applications with Tensorflow and Pytorch
Skills
- Programming Languages
- C/C++
- C#
- Python( numpy, panda, scikitlearn, numba, . . . )
- MATLAB
- CUDA
- Labview
- Digital Systems
- VHDL
- Verilog
- ARM Cortex-M MC
- Deep Learning
- Tensorflow(v1 v2)
- Pytorch
- Keras
- Communication Systems
- Hardware defined radio with MATLAB on FPGA
- Electromagnetism
- CST
- ADS
- Lumerical
- COMSOL
- HFSS
- Electronics
- Cadence IC
- Virtuoso
- Web Development
- HTML
- CSS
- PHP
- Javascript
- React
- SQL
- Game Developement
- Unreal Engine 4
- Unity
- Electrical Content Creation
- Fusion360
- Houdini
- Others
- Linux
- LATEX
- git
Publications
Teaching
Service and leadership
- A team leader in DigikalaNext AI competition
Extracurricular Activities
- 2015-2016: Entrepreneurship Center, Ferdowsi University of Mashhad
- Coordinator and assistant
- 2015: ICEE Conference, Ferdowsi University of Mashhad
- Student volunteer
Languages
- Persian: Native Language
- English: Full proficiency (TOEFL scheduled for October 24 2020)
- Arabic: Basic Proficiency
Interests
- Academic
- Machine Learning, Deep learning, Machine vision, NLP, Semantic Segmentation, GAN networks, interdisciplinary applications of deep learning, high performance computing, deep learning and parallel programming solutions for optics, photonics or metamaterial applications, deep learning solutions for end-to-end biomedical and commercial imaging systems
- Sports
- basketball, football, swimming, gym
- Other
- ancient world history, archaic languages, video game development