Work Experience

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

  • 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