Mohammad Mahdi Mohajer Email & Phone Number

Toronto, On, Ca

Winnipeg, Manitoba, Canada

Toronto, Ontario, Canada

• Led 2 research projects and contributed to more than 8 other research projects in the Machine Learning for Software Engineering (ML4SE) field and published 5 papers in reputable venues such as TOSEM, AIware, and SIGIR.• Explored the applications of Large Language Models (LLM) through Prompt Engineering in Software Engineering fields, such as Static Analysis, Program Repair, Program Slicing, and Assurance Cases.• Utilized LLM integration frameworks like LangChain to efficiently work… Show more • Led 2 research projects and contributed to more than 8 other research projects in the Machine Learning for Software Engineering (ML4SE) field and published 5 papers in reputable venues such as TOSEM, AIware, and SIGIR.• Explored the applications of Large Language Models (LLM) through Prompt Engineering in Software Engineering fields, such as Static Analysis, Program Repair, Program Slicing, and Assurance Cases.• Utilized LLM integration frameworks like LangChain to efficiently work with various LLMs from different providers (OpenAI's GPT, Anthropic's Claude, Meta's Llama, Mistral AI, Amazon's Titan, etc.).• Discovered 6 new real-world bugs and vulnerabilities using Fuzzing techniques in prominent repositories like TensorFlow and PyTorch, later confirmed and fixed by their respective development teams, and 2 of them have been published by the National Vulnerability Database (NVD).• Investigated fairness of ML-based code reviewer recommender systems for the first time, reducing existing biases by 24%.• Fine-tuned LLMs like CodeT5 and CodeBERT using PyTorch and TensorFlow for automated program repair of Java bugs. Show less

Toronto, Ontario, Canada

Courses:• EECS 1012 Net-centric Computing• EECS 1710 Programming for Digital Media• EECS 3311 Software Design• EECS 4413 E-Commerce SystemsActivities:• Evaluated over 250 students’ assignments and submissions, provided constructive feedback, and fairly and accurately aided their academic growth in 4 undergraduate courses.• Directed 2 labs, assisted students in overcoming coding hurdles with insightful solutions, and explained complex concepts.

Netherlands

• Developed an E-Commerce platform with Python, Django, Celery, and PostgreSQL, creating RESTful APIs, integrating and extending Sharetribe’s features, and connecting to Stripe for payment processing.• Collaborated on integrating Webflow UI with Sharetribe APIs to enhance website functionality by using JavaScript.• Managed Scrum artifacts like the Product Backlog and Sprint Backlog, employing Agile best practices for prioritization and refinement.• Deployed the app using Docker… Show more • Developed an E-Commerce platform with Python, Django, Celery, and PostgreSQL, creating RESTful APIs, integrating and extending Sharetribe’s features, and connecting to Stripe for payment processing.• Collaborated on integrating Webflow UI with Sharetribe APIs to enhance website functionality by using JavaScript.• Managed Scrum artifacts like the Product Backlog and Sprint Backlog, employing Agile best practices for prioritization and refinement.• Deployed the app using Docker, Nginx, and Gunicorn to support high availability, performance, and scalability in a production environment. Show less

Isfahan Province, Iran

• Designed a social media platform for book lovers, named Papyrus, by leveraging React.js, Redux, Next.js, Tailwind, Python, and Django.• Applied Test-Driven Development (TDD) to enhance test coverage, leveraging Jest and PyTest libraries.• Utilized Webpack for efficient code asset bundling and TypeScript to maintain type safety and detect errors throughout development.• Managed various responsibilities across non-technical domains, including business operations, compliance, and… Show more • Designed a social media platform for book lovers, named Papyrus, by leveraging React.js, Redux, Next.js, Tailwind, Python, and Django.• Applied Test-Driven Development (TDD) to enhance test coverage, leveraging Jest and PyTest libraries.• Utilized Webpack for efficient code asset bundling and TypeScript to maintain type safety and detect errors throughout development.• Managed various responsibilities across non-technical domains, including business operations, compliance, and marketing Show less

• Researched and developed 'RESTester' software tool for automatic black-box test case generation for RESTful web APIs• Created Testing as a Service (TaaS) platform based on 'RESTester' for efficient software testing• Developed CLI/GUI integrating tool for JUnit and Python test cases• Arranged ISO checklists for software development projects and teams

Isfahan County, Esfahan, Iran

Courses:• Database Laboratory (Microsoft SQL Server Lab)• Software Engineering Laboratory (Object-oriented Software System Analysis and Design)Activities:• Performed all regular duties of a T.A., including occasional lectures, Q&A, and marking• Recorded video tutorials for the students of the laboratory due to the Covid pandemic• Guided and mentored more than 100 students in lab projects by providing supervision, feedback, and assistance.• Designed and prepared… Show more Courses:• Database Laboratory (Microsoft SQL Server Lab)• Software Engineering Laboratory (Object-oriented Software System Analysis and Design)Activities:• Performed all regular duties of a T.A., including occasional lectures, Q&A, and marking• Recorded video tutorials for the students of the laboratory due to the Covid pandemic• Guided and mentored more than 100 students in lab projects by providing supervision, feedback, and assistance.• Designed and prepared the course curriculum, students’ manual, and the laboratory course materials• Revised and marked students’ capstone projects for the laboratory course Show less

Isfahan Province, Iran

• Developed a dormitory management platform and dashboard using Python, Django, PostgreSQL, JavaScript, JQuery, and Bootstrap to manage over 500 residents across the university’s dormitories and housing departments.• Led a team of three developers, coordinating their efforts to ensure the successful delivery and integration of high-quality codes.

• Implemented a management dashboard using JavaScript, React.js, and Material UI, resulting in a 20% performance enhancement.• Integrated frontend application with the company’s logistic backend server to handle over 1000 trucks and drivers.

Master'S Degree, Computer Software Engineering, A

Bachelor'S Degree, Computer Software Engineering

High School Diploma, Mathematics