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On the page
Meenu Mary
John
Doctoral student
meenu-mary.john@mau.se
+4673-592-79 12
orcid.org/0000-0003-3972-2265
Presentation
Doctoral student in Computer Science, conducting Data- and Al-driven Development research. Academic background in Computer Science and professional experience in the software industry.
Research focuses on developing a systematic and structured approach to the design, evolution and scaling process of ML/DL models. The intention is to enable not only expert data scientists to operate more effectively but also less-experienced data scientists, software engineers with less data science expertise and even non-experts to effectively approach the design and evolution of ML/DL models.
The research is conducted as a multi-case study research within the context of the Software Center. Software Center is a collaboration between fourteen companies in the embedded system domain and five Swedish universities with the mission to significantly improve the digitalization capability of the European software-intensive industry.
Publications
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2023 | Conference paper
Exploring Trade-offs in MLOps Adoption
Meenu Mary John, Helena Holmström Olsson, Jan Bosch, Daniel Gillblad
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2023 | Conference paper
Advancing MLOps from Ad hoc to Kaizen
Meenu Mary John, Daniel Gillblad, Helena Holmström Olsson, Jan Bosch
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2023 | Article in journal
Towards an AI-driven business development framework: A multi-case study
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
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2021 | Conference paper
Towards MLOps: A Framework and Maturity Model
Meenu Mary John, Helena Holmström Olsson, J. Bosch
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2021 | Licentiate thesis, comprehensive summary
Design Methods and Processes for ML/DL models
Meenu Mary John