Joao Palotti is a Research Scientist at Qatar Computing Research Institute. With over a decade of conducting applied machine learning research, his research portfolio includes natural language processing and time series analysis. His current interests lie in the intersection of machine learning and digital health. In particular, he focuses on sleep science, user behavior modeling, and exploring the usage of wearables in health interventions.
Qatar Computing Research Institute, Qatar
2020 - PresentMassachusetts Institute of Technology, USA
2019 - 2020Qatar Computing Research Institute, Qatar
2018 - 2019Carnegie Mellon University In Qatar
2017 - 2017Vienna University of Technology
2012 - 2017Vienna University of Technology, Austria
2019Universidade Federal de Minas Gerais, Brazil
2011Universidade Federal de Minas Gerais, Brazil
2009The future of sleep health: a data-driven revolution in sleep science and medicine; NPJ digital medicine; https://www.nature.com/articles/s41746-020-0244-4
Benchmark on a large cohort for sleep-wake classification with machine learning techniques; NPJ digital medicine; https://www.nature.com/articles/s41746-019-0126-9
Making sense of sleep: Multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing; Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies; https://dl.acm.org/doi/abs/10.1145/3397325