Work Experience
NVIDIA, India
NVIDIA, India
In collaboration with NVIDIA, Bangalore, I participated in Machine Learning Reproducibility Challenge 2020.
Replicated 'Training Binary Neural Network using Bayesian Learning Rule' paper and built an open Source library based on PyTorch framework.
Extended the original work on more complex tasks such as Semantic Segmentation.
Supervisor: Ashish Sardana
Emory University, USA
Emory University, USA
Performed early prediction of Acute Respiratory Distress Syndrome in ICU population comprising COVID-19 patients
Developed a machine learning model predicting ARDS up to 12 hours before onset, across two independent health systems.
Supervisor: Prof. Rishikesan Kamaleswaran