avatar

Mohammad Almogbel_

PhD Candidate, Researcher

  • AI
  • Deep Learning
  • Machine Learning
  • Data Science

Hi_

I'm Mohammad and I'm currently a Ph.D. candidate at Waseda University in Tokyo, Japan.
My research focuses on the safety of the road and applying Deep Learning on biosignals of vehicle drivers. I love handling data, in whatever shape or form it maybe. I'm experienced in building interactive data analysis dashboards from scratch using technologies such as Dash and Jupyter. I consider myself a quick and an avid learner, and I get carried away easily when I set my mind into learning something new.

Resume_

education

employment

Spoken Languages

Arabic Native

English Full professional proficiency

Japanese Full professional proficiency

Italian/Korean Basics

Programming Languages

Python is the most language I'm comfortable with.
But I also have experiences in the following languages.

Deep Learning Frameworks

Chainer 80%

PyTorch 90%

TensorFlow 70%

PlaidML 70%

Publications_

Cognitive Workload Detection from Raw EEG-Signals of Vehicle Driver using Deep Learning

IEEE-TACT Transactions on Advanced Communications Technology, Volume 7 Issue 6.

Displaying Navigation Information Utilizing the Gazing-Point to Reduce Mental and Visual Workload for Drivers

IEICE General Conference, March 2014.

Comparison of In-Vehicle Navigation Guidance by Fixed-Spot, Voice and Gazing-Point

IPSJ, FIT, September 2013.

Blog_