Currently, I am an international postgraduate researcher at the UoB. I joined the University in 2022 as a PhD researcher in Computer Science at the Faculty of Engineering and Digital Technologies (FoEDT). Before that, I visited the UoB for 3 months in 2020 as an Erasmus+ Research Trainee at the aiR-FORCE collaborative project between Jaguar Land Rover, the Institute of Digital Engineering and the University of Bradford, which led to a year-long collaboration with the research supervisors. Alongside my PhD research, I also work as a teaching assistant at the SAFI (Statistical Analysis For Industry) consortium's Continuing Professional Development courses.
My research focuses on the NLP applications to real-world heterogeneous automotive data for knowledge extraction and early-stage reliability alerts. It is part of a bigger industrial project with a major global automotive manufacturer under the France2030 programme called OT-PaaS and funded by BPIFrance.
While my colleagues are working on increasing the quality of the existing warranty data, my approach aims to enhance it with insights from the open-sourced recall and social network data to learn from competitor/community mistakes. In particular, I am interested in the automatic identification, classification and mapping of the failure modes, their causes and effects from technical documents and forum postings. The data-driven methodology on the intersection of Computer Science and Automotive Engineering was introduced at the CIRP Design Conference 2024. The journal paper draft with further details and example case studies is in production.
Collaboration with academics from the Advanced Automotive Analytics Research Laboratory and reliability experts from the research partner, including the warranty engineers and management, leads to knowledge exchange and awareness of the existing policies. It fosters the dissemination of the research through the integration of the developed prototypes into the company's ecosystem and increases impact on the industry and society for smarter, safer, and more efficient vehicle systems.
During my Bachelor's Degree in Applied Informatics and Information Systems at PRUE, I was actively involved in international collaboration with visiting professors, as well as exchange programmes such as a 5-month FIRST+ Exchange programme in Business and IT the Haaga-Helia University of Applied Sciences (Helsinki, Finland) in 2019.
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