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