ALGORITHM DEVELOPMENT FOR ESTIMATION OF SLEEP TIME OF CHILDREN

● Statistical Analysis on health vital data
● Developed different strategies to process, clean and filter datasets for analysis.
● Processing the data and feature developments
● Researched & developed an algorithmic model to estimate Sleep & Awake Cycles of children in 24 hours period based on the bio data
● Developed an algorithm model to estimate Total Sleep Time, Core Sleep Time, Sleep Start Time, Sleep End Time & Awake Time of children in 24 hours period.
● Our model was able to successfully detect the Sleep start and end time within ±15 minutes tolerance and estimate total sleep time within ± 30 minutes tolerance.