Experience

List of my research/work experiences.

Education Experience

B.Sc. in Computer Enineering

Azad University, Mashhad Branch

Sep 2018 - July 2022

Overall GPA: 17.53 out of 20
Last two years GPA: 19.65 out of 20
Final Project Grade: 20 out of 20

Research Experience

Research Assistant

Linnaeus University, Kalmar-Sweden (remote)

Oct 2021 - July 2022

Supervisor: Dr. Neda Maleki
Research on visual font recognition using convolutional neural networks
Tools: Python · TensorFlow · LaTeX · Git · GNU/Linux · Google Colab

Work Experience

Deep Learning Researcher

Shenasa-ai Company, Tehran-Iran (remote)

Mar 2022 - Aug 2022

Research on keyword extraction methods and developed a web service for exploring documents by keywords.
Research on face anti-spoofing methods to build an authentication system.
Investigated methods: TF-IDF · Rake · Yake · Top2Vec · BERTopic · FastText · SBERT · KeyBERT
Tools: Python · FastAPI · GNU/Linux · MySQL · Git

Computer Vision Intern

Veerasense Company, Mashhad-Iran

Aug 2021 - Sep 2021

Investigated & examined CNN architectures such as YOLO, SSD, and CenterNet in the object detection area.
Published a fixed version of the CenterNet model, for running on Google Colab GPUs and making some experiments with different backbones on custom datasets
Tools: Python · TensorFlow · Git · Google Colab

Back-End Developer

Profile Digital Company, Mashhad-Iran

Apr 2019 - Mar 2020

Back-end infrastructure services were developed and maintained using micro-service architecture.
Tools: Python · Git · Golang · Docker · MongoDB · ElasticSearch · Web Scraping · GNU/Linux