Canada
-Lead developer on research paper using ML to analyze speech data to predict worsening of heart failure condition -Used encoder-decoder architecture in PyTorch to enhance raw data -Principal developer on research paper using Python to validate algorithm to monitor condition of prostrate cancer survivors
-Developed new features for Meraki's dashboard product, using Ruby on Rails and Postgres (41 PRs, 4000 lines of code) -Managed 3 projects and led teams of 4-6 engineers -Led initiatives to increase testing and observability capabilities -Hosted biweekly sprint demo meetings -Delivered presentations to hundreds of engineers about learnings from research efforts
-Worked on research related to VIPCare app to assist new caregivers in interacting with residents with dementia in care-centres -Improved learning of BayesACT sentiment analysis in Go backend
-Worked with the Research and Development Team to add a new smart booking feature to Picis OR Manager 10.0 MR1 using C# -Validated against customer database, which contained 70k rows of data from 20k surgeons -Read more at http://www.natasharozario.com/downloads/PicisBlogPost.pdf