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I am passionate about discovering the world and empowering people
I am passionate about discovering the world and empowering people
About Me
- Name: Dr. Majid Babaei
- Email: majid.babaei@mcgill.ca
- Date of birth: 11 Sep. 1988
- Address: McGill University, School of Continuing Studies, 680 Sherbrooke St W 11th Floor, Montréal, QC, Canada H3A 2M7.
Short Bio
I was born in Tehran (Shemiran), the capital of Iran, in 1988. I have obtained my Ph.D. in December, 2021, in software Engineering at the school of computing, Queen's University, Canada, under Professor Juergen Dingel supervision. My Ph.D. thesis was on Regression Testing of Distributed Real-Time Embedded Systems in the Context of Model-Driven Development.
Recently, I have joined School of Continuing Studies at McGill University where I work as a Faculty Lecturer in Technology and Innovation Group.
During my Ph.D. studies I have been involved in many industrial and academic projects such as:
- 2021-2022: GIS Wellness Resource Map in Student Wellness Services at Queen's University.
- 2020-2021: Substance Use Wellness Tool (SUWT) in Student Wellness Services at Queen's University.
- 2020-2022: Mind wandering during lectures in departement of Psychology at Queen's University.
- 2020-2022: Teaching Applied AI and Machine Learning at SLC
- Fall 2021: Teaching ELEC 377: Operating Systems in departement ECE at Queen's University.
- Summer 2021: Internship in National Research Council of Canada (NRC) on a BERT-based APT detection method
Before I moved to Canada, I worked for one year in the Internet of Things (IoT) department at Bosch Engineering GmbH in Germany. Meanwhile, I have completed 6-month internship and 6-month master thesis that gave me an exceptional opportunity to explore fundamental concepts of Big Data Analytic, Artificial Neural Networks, and Deep Learning. Before that, I had the opportunity to work for around 2 years as a software developer at EPAK GmbH which is a satellite communication company based in Leipzig. During this time, I have implemented some software systems in Python and C/C++ programming languages to provide reliable satellite communication. Moreover, I have implemented a web-based content management system using PHP, MySQL and JavaScript programming languages.
I obtained my Bachelor degree (B.Sc.) from Shahrood University of Technology in Iran, in the field of Software Engineering. After my graduation, I joined Farazpajohan, a software tech startup company in Sharif University of Technology, where I've started my first professional position and worked for around 3 years. In this company I have been responsible for developing PKI-based Digital Certificate solutions in CentOS Linux environment.
Download resume as PDF formatOur Approach
Ideas and Research
Concept
Design and Prototype
Transition
Support
Projects
14 Years Experience!
I've been involved in many different projects rangin from Software Engineering to Artificial Intelligence and Mind Wandering.
DAPPER
2023 - 2024
Dapper is a subscription-based application that delivers personalized outfits based on personal preference. The outfits proposed would be tailored by fashion stylists to the user's individual fashion preferences, current season, preferred colors, size, and subscription level.
List of the related papers
[1] Amine Benakmoum, Ryad Ammar, Zakaria Bouhemhem, and Majid Babaei. 2023. "Progress Report 1". [LINK]NFT Locker App
2022 - 2023
The motivation of
this project is to allow people to have security while owning their assets which can potentially be very
valuable. What we achieved this semester was setting up our frontend application that enables users to
sign in with their Ethereum wallet and view a gallery of their NFTs by utilizing available online APIs.
List of the related papers
[1] Michael Buchar, Dominic Chan, Ezra Gomolin, Ege Karadibak, and Majid Babaei. 2023. "Mid-project Report". [LINK]RA4XSTATE
2022 - 2023
RA4Xstate is a robustness analysis framework in the context of Model-Driven Development for systems designed based on finite state machines. RA4Xstate takes a behavioural and a property model of the system under the test as inputs. It evaluates the system's robustness based on a notion of cost that is computed for every off-track execution step.
List of the related papers
[1] Majid Babaei, Maroua Ben-Attia, and Yann-Gaël Guéhéneuc. 2023. "Efficient Automated Robustness Testing Framework for State Machines". submitted to the IEEE Transactions on Software Engineering.MRegTest
2020 - 2022
As software evolves, regression testing techniques are typically used to ensure the new changes are not adversely affecting the existing features. Despite recent advances, regression testing for distributed systems remains challenging and extremely costly. Existing techniques often require running a failing system several time before detecting a regression. As a result, conventional approaches that use re-execution without considering the inherent non-determinism of distributed systems, and providing no (or low) control over execution are inadequate in many ways.
List of the related papers
[1] M. Babaei and J. Dingel, "Efficient Replay-based Regression Testing for Distributed Reactive Systems in the Context of Model-driven Development," 2021 ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS), 2021, pp. 89-100. [LINK] [VIDEO] [2] M. Babaei and J. Dingel, "MRegTest: A Replay-Based Regression Testing Tool for Distributed UML-RT Models," 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), 2021, pp. 620-624. [LINK]MReplayer
2018 - 2020
MReplayer that supports ordering and replaying of execution traces of distributed systems that are developed using communicated state machine models. Despite the existing solutions that require detailed traces annotated with timestamps (logical or physical), MReplayer only requires a minimum amount of traces without timestamps. Instead, it uses model analysis techniques to order and replay the traces.
List of the related papers
[1] Majid Babaei, Mojtaba Bagherzadeh, and Juergen Dingel. 2020. "Efficient reordering and replay of execution traces of distributed reactive systems in the context of model-driven development". In Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS'20), 285-296. [LINK] [VIDEO] [2] Majid Babaei, Mojtaba Bagherzadeh, and Juergen Dingel. 2020. "MReplayer: a trace replayer of distributed UML-RT models". Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 1-5. [LINK]Teaching
ECSE 437: Software Delivery
Description: ECSE 437 is a core course in the Computer Engineering stream in Electrical and Computer Engineering department at McGill University. I will be teaching this course in Fall semester 2022 with the help of a Grad. TA.
The grade breakdown for this corse is as follows
Assigments
3 Labs
Short Exams
3 Quizzes
Course Project
Final Exam
The core concepts
- DevOps Culture and Practices
- Version Control Systems
- Gerrit Code Review
- Build Systems
- Static Code Analysis
- Software Testing
- Continuous Integration
- Continuous Delivery
ELEC 377: Operating Systems
Description: ELEC377 is a core course in the Computer Engineering stream in Electrical and Computer Engineering department at Queen's University. I've thought this course in Fall semester 2021 with the help of 8 TAs (4 undergrad TAs and 4 Grad. TAs). I thought the students the basic concepts of operating systems and the historical and technical basis for many of the features that are in current operating systems.
The grade breakdown for this corse is as follows
The core concepts
The core concepts can be grouped into: Synchronizations, Scheduling, Memory Management (including paging and VM), Deadlock and Security. Other topics including File Systems, Device Drivers, Intro to Distributed Systems also covered.
- The structure of Operating Systems
- Using various primitives for synchronization
- Different scheduling algorithms
- Memory and File Management
- Principles of deadlock
- Approaches for dealing with deadlocks
- Kernel structure of modern operating systems
- basics of security in Operating Systems
Collaborations with Industry
The internships, fellowships and enterprise projects that I have been involved:
The more I have been in industry, the more I realize that when it comes to a collaboration with an enterprise, quality and customer satisfaction cannot be compromised! Creating a pipline of the best practices technologies, perfomring regurous analysis, is one of the most promissing ways to ensure the quality of an industrial-grade projects. Leveraging on my academic skills enabling me to effectively served many companies/organisations in various domains.
I've been working on Row64 that is the world first GPU-enabled spreadsheet software built for big data from the ground up. By combining the simplicity of spreadsheets with the enhanced functionality of big data systems.
Software Robustness Analysis is a novel model-based approach that we have proposed to test the robustness of realtime embedded systems such as drones by leveraging the property and the behavioral model and performing static analysis.
Explainable Information Retrieval: The goal is to create open source libraries and publish papers on the topics of post-hoc or embedded explainability in Info Retrieval, Search, or related tasks.
The GIS Wellness Resource Map is a centralized platform that allows students to learn about the various support services available to them at Queen's. This tool uses mapping software to allow students to physically locate the services they need.
Developing an Advanced Persistent Threat detection approach for large scale databases.
Mind-Wandering: In this project we have explored the experience of mind-wandering during online lectures. Specifically, we have developted an application called ProgApp that is used to investigated how episodes of mind wandering impact learning and performance, and how mind wandering might be reduced in educational settings.
Developing AMRA which is AMRA is a smart fleet management system solution that consists of the AMRA device, the AMRA portal, as well as the optional AMRA wireless sensor technology. The AMRA device is a piece of telematics hardware featuring a GPS module, integrated GSM antenna, numerous sensors (wired and wireless), and a powerful battery.
I worked on a software called ProgSoft that is used for programming and troubleshooting Maritime Antenna Systems.
I worked on the national Certificate Authority (CA) project called ParsTrust that is PKI Certificate Authority software, built using Java (JEE) technology. Robust, flexible, high performance, scalable, and platform independent.
Contact
Let's Keep In Touch
We are just one click away! I am always open to new opportunities and challenges, so if you have any ideas in the domain of software engineering and AI, I will be happy to help you and your team. Please fill out the form below and share with me some detail of your idea!