SIPL - Signal & Image Processing Laboratory

Faculty of Electrical and Computer Engineering
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Nazanin Moghimi | SIPL
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Nazanin Moghimi


Education

M.Sc. in Telecommunications Engineering, Shiraz University                            

Thesis Title: Detection and Classification of Stuttering from Text using Neural Network.  Sep 2021 - Sep 2024

B.Sc. in Electrical Engineering, Shiraz University      Sep 2015 - Feb 2020

 

Research Interests

  • Artificial Neural Networks
  • Natural Language Processing (NLP)
  • Image Processing
  • Pattern Recognition

Work Experience

Teaching Assistant

Sep 2024 - Present

Shiraz University, Iran

  • M.Sc. Course of Pattern Recognition

 

Full-time Python Developer

 

  • Python Programming Language
  • Artificial Neural Networks
  • Detection of Stuttering in Text using Seq-GAN-BERT Model
  • Text Classification using CNN and GRU neural networks
  • Text Classification utilizing a Transformer, followed by LSTM, GRU, and Dense neural networks
  • Text Translation using Recurrent Networks
  • Text emotion Detection Using Neural Networks
  • Image segmentation using encoders and decoders
  • using Generative Adversarial Networks (GANs) to create remarkably realistic handwritten digits from the iconic MNIST dataset
  • Image Captioning
  • Sentiment Classification using Attention Mechanism
  • Language Models Using RNNs
  • Machine Translations

 

 

Research Assistant

Sep 2021 - Present

Shiraz University, Iran

  • Natural Language Processing
  • Artificial Neural Networks

Publications

Detection and Classification of Stuttering from Text

F. Moghimi* , M. Yazdi

2024 11th International Symposium on Telecommunication

Identification and Notification of Accident Site and Status of Car Accident to Relief centers based on IOT

F. Moghimi*

2019 International Conference on Smart City Challenges and Strategies

English Proficiency

Listening:

C1 (Advanced)

Reading:

C1 (Advanced)

Writing:

B2 (Upper-Intermediate)

Speaking:

B2 (Upper-Intermediate)

Computer Skills

Programming Software: Python, MATLAB

Research: Microsoft Office (Word, Excel, PowerPoint, and Visio), EndNote, LaTeX

Hobbies

 

Digital Photography (Landscape, Night Sky)                          Astronomy

References

Dr. Mehran Yazdi

Associate Professor

Electrical Engineering Department

Shiraz University

yazdi@shirazu.ac.ir