Education
2021 - May 2023
University of Nevada, RenoMaster of Science in Computer Science and Engineering
Courses: Deep Learning, Performance Optimization of Computer Systems, Artificial Intelligence
2019 - 2021
Academy of Art University, San FranciscoMaster of Arts in Web Design and New Media
Courses: Principles of UX, Human Centered Design
2014 - 2018
Azad University, Tabriz, IranBachelor of Science in Software Engineering
Professional Experiences
Sep 2019 - Present
MontaVista Software - San Jose, CASoftware Engineer
- Developed an Automated Test Environment for testing Custom Linux Distributions using Flask Framework,
Python and Bash
- Reduced maintenance overhead with partially migrating the Test Environment to Google Cloud after doing a comparative research about cloud providers considering company’s business and technical priorities
- Designed, developed, and collaborated on numerous custom internal tools such as Monitoring Tools and an Internal DMS by evaluating requirements to increase usability and efficiency by 35%
- Responsible for installing new Boards in Lab and maintaining Hosts and Test Targets
- Responsible for developing and implementing Automated Package Tests for Ubuntu releases
Oct 2017 – Sep 2018
Azad University - Tabriz, IranSoftware Engineering Intern
- Developed a Recipe Sharing Android Application as Client
- Deployed Back-end and Front-end Components of the Application using following Technologies: Apache Usergrid
BaaS, Cassandra NoSQL Database, Elasticsearch and Apache Tomcat Web Server
Projects
Deep Learning-based Gender Classification
Implemented and applied AlexNet, VGGNet, and a Custom CNN Model on facial images to compare their performance on gender detection. Achieved accuracy of 88-92%.
Robot Manipulator
Built a system to scan a 3D mesh, plan, and run a robot manipulator using Python and ROS.
Publications
2022
PLOS OneE-CatBoost: An efficient machine learning framework for predicting ICU mortality using the eICU Collaborative Research Database
Safaei N, Safaei B, Seyedekrami S, Talafidaryani M, Masoud A, Wang S, Li Q, Moqri M
2021
Advances in Transportation StudiesWeighing criteria and prioritizing strategies to reduce motorcycle injuries using combination of fuzzy TOPSIS and AHP methods
Safaei B, Safaei N, Masoud A, Seyedekrami S
Certifications & Licenses
Machine Learning with Python - IBM
Data Visualization with Python - IBM
Data Analysis with Python - IBM
Python for Data Science and AI - IBM
Databases and SQL for Data Science - IBM
Open Source tools for Data Science - IBM
Languages
- Python
- Java
- SQL (MySQL and PostgreSQL)
- PHP
Technologies
- Linux (CentOS/Ubuntu)
- Bash
- Python Scripting
- Google Cloud
- Git
- Docker
Design & Front-end
- UI/UX (Mobile Applications)
- JavaScript
- HTML
- CSS
- Figma