
Luca Martial
Co-founder & CEO at Kaelio, specializing in AI and public health data science
Network
7.4K connectionsSummary
Work
Education
Projects
Writing
Beyond Accuracy: Evaluating & Improving a Model with the NLP Test Library
April 1, 2023Authored an article discussing the importance of testing Natural Language Processing models for robustness, bias, fairness, representation, and accuracy, and introduced the open-source nlptest library for this purpose.
Text classification and named entity recognition with BertForTokenClassification & BertForSequenceClassification
July 1, 2022Contributed to a webinar and content showcasing the use of BERT-based models for NLP tasks like text classification and named entity recognition within Spark NLP for Healthcare.
Using crowdsourced data to assess the relationship between neighbourhood-level deprivation and the availability of inclusive leisure programmes in Canadian cities
January 1, 2022Co-authored a journal article focusing on using crowdsourced data to model active travel behaviors and assess the availability of inclusive leisure programs, particularly for children with disabilities.
Designing User-Centered Mobile Health Initiatives to Promote Healthy Behaviors for Children With Disabilities: Development and Usability Study
January 1, 2021Co-authored a feasibility pilot study describing the development of the Jooay mobile app to promote healthy behaviors for children with disabilities, reflecting on implementation lessons.
Hobbies
Co-founded and produced The WATTS Podcast, focusing on athletic therapy, exercise science, and kinesiology. apple
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