How two Sheridan research students are helping drive the future of connected and autonomous vehicles

As autonomous and connected vehicle (AV/CV) technologies continue to evolve, they are poised to transform society on a scale not seen since the invention of the automobile. From reducing collisions and traffic congestion to lowering fuel consumption and environmental impact, the potential benefits are significant, yet so are the challenges. Ensuring safety, reliability, and system integration in this emerging space remains a critical priority.

To help address these challenges, a collaborative applied research project between Generator at Sheridan’s Centre for Applied AI (CAAI) and Rogers Communications is exploring how advanced technologies such as AI and IoT can optimize vehicle maintenance. Funded by a National Sciences and Research Engineering Council (NSERC) Applied Research and Development (ARD) grant, and leveraging Rogers’ 5G network and testing infrastructure, the project aims to develop a proof-of-concept that integrates machine learning, in-vehicle diagnostic systems, and cloud-based communication and processing systems.

For two third-year Sheridan Computer Systems Technology - Software Development and Network Engineering students, HoangDuy Ho and Vadim Titov, contributing to this project offered a unique opportunity to work at the intersection of emerging technology and real-world impact.

Through their contributions, both students refined a diverse skill set spanning cloud computing, programming, technical documentation, collaboration and problem-solving. The experience also provided valuable exposure to industry collaboration and the complexities of deploying emerging technologies in real-world environments.

Working under the guidance of Sheridan’s Faculty of Applied Science and Technology (FAST) professor Khaled Mahmud, both students played key roles in advancing a machine learning-driven solution for predictive maintenance that is designed to detect anomalies in vehicle sensor data and alert users before issues become critical.

Ho focused on strengthening the system’s security layer and automating deployment processes, helping ensure the infrastructure could scale securely and efficiently.

“Being a part of this applied research gave me the chance to be hands-on and apply classroom knowledge to a project that works with an actual industry partner,” said Ho. “This experience helped me grow both technically and professionally, expanded my network and deepened my understanding of the field.”

Titov contributed to the development of vehicle authentication systems and sensor data ingestion, while also refactoring components of the system as it moved toward its final stages. In addition, he co-authored a research paper alongside Dr. Mahmud and fellow students Alex Kovac and Maurice Henriques that was presented at the 2026 IEEE Canadian Conference on Electrical and Computer Engineering. With Dr. Mahmud, Titov and Ho also co-authored another paper that is accepted for presentation at the FiCloud International Conference on Future Internet of Things & Cloud, underscoring the project’s impact. For Titov, the experience ultimately shaped his career direction, motivating him to pursue future opportunities in scientific research.

Their advice to fellow students is simple but impactful: be proactive. Building research and innovation experience can open doors to meaningful academic and career opportunities that help set you apart.

Interested in learning more about how to get involved as a student in research, innovation and entrepreneurship at Sheridan? Visit sheridancollege.ca/generator.