鈱涳笍 Experience

List of my research/work experience.

Research Experience

Research Assistant Training Student
Linnaeus University, Kalmar-Sweden (remote)
Oct 2021 - July 2022

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

Work Experience

Deep Learning Researcher
Shenasa-ai Company, Tehran-Iran (remote)
Mar 2022 - now

  • Research on keyword extraction methods and developed聽a web service for exploring documents by keywords.
  • Research on face anti-spoofing methods to build an authentication system.
  • Investigated methods: TF-IDF 路 Rake 路 Yake 路 Top2Vec 路 BERTop 路 Fast Text 路 SBERT 路 KeyBERT
  • Tools: Python 路 FastAPI 路 GNU/Linux 路 MySQL 路 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 fixed version of the CenterNet model, for running on Google Colab GPUs and making some experiments with different backbones on custom datasets
  • Tools: Python 路 TensorFlow 路 Git 路 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 路 Git 路 Golang 路 Docker 路 Mongo db 路 ElasticSearch db 路 Web Scraping 路 GNU/Linux