Dr. Pritish Chakravarty
Main Focus
Pritish Chakravarty worked as a postdoctoral researcher on social sleep at the Department for the Ecology of Animal Societies at the Max Planck Institute of Animal Behavior. He is an engineer with research expertise in animal motion sensing and analysis applied to the study of animal behavior and ecology.
His work focuses on developing algorithms to obtain biologically meaningful information from accelerometer, gyroscope, magnetometer, and quaternion data by using his knowledge of signal processing, sensor physics, biomotion, machine learning, cross-validation, and sensor fusion.
Keywords to describe his research: IMU, algorithms, accelerometer, magnetometer, gyroscope, sensor fusion, behavior, energy expenditure, social sleep
Curriculum Vitae
Academic Positions
- 2022-24: Postdoctoral Researcher in the sociality of sleep, Max Planck Institute of Animal Behavior, Konstanz, Germany
- 2021-22: Postdoctoral Research Associate in modeling the effects of visual noise on foraging in fish, Marine Behavioural Ecology Group, University of Cambridge, UK
- 2020-21: Postdoctoral Forschungskredit Fellow in energetics and foraging in meerkats, Population Ecology Group, Universität Zürich, Switzerland
- 2015: Visiting Student Researcher in tissue analysis using MRI, Stanford BioMotion Lab, Stanford University, USA
- 2014: Summer Intern in tissue analysis using MRI, Swiss BioMotion Lab, Centre hospitalier universitaire vaudois, Switzerland
- 2012-13: Research Assistant in fluid flow in microchannels, Microfluidics Lab, Indian Institute of Bombay, India
Education
- 2015-20: Ph.D. in animal motion sensing and analysis using inertial and magnetic sensors, Ecole Polytechnique Fédérale de Lausanne, Switzerland
- 2013-15: M.Sc. in Bioengineering (minor in Biomedical Technologies), Ecole Polytechnique Fédérale de Lausanne, Switzerland
- 2008-12: B.Tech. (Hons) in Chemical Engineering, Indian Institute of Technology Bombay, India
Press coverage
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Sociality of Sleep paper (2024) in Trends in Ecology and Evolution:
English: EurekAlert; Phys.org; NeuroscienceNews; SleepReviewMag; MPI News; Uni Konstanz News
German: Süddeutsche Zeitung; Tagesspiegel; Berliner Zeitung
French: Le Parisien
Chinese: ScienceNet.cn; QQ.com
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Biomechanical Approach to Behavior Recognition paper (2019) in Methods in Ecology and Evolution:
English: British Ecological Society; EPFL news; Wildlife.org; EurekAlert; Phys.org; ScienceDaily; Tunisie Soir
German: Swiss Info; Tagblatt; Bauern Zeitung; Der Standard
French: 20Minutes; 24Heures; Le Soir; Tribune de Genève
Blogposts by Pritish
3. Biomechanically aware behavior recognition using accelerometers
2. The Sixth Bio-logging Symposium, Konstanz: Through the eyes of an engineer, part II