Data Scientist @ Carelon GS – july '23 - present
- currently working on optimizing and parallelizing an NLP pipeline for automatic attachment classification of a claim form
- performed monocular depth estimation from RGB images using PyTorch
- generated synthetic data using Blender’s python API for training this depth estimation model
- trained a model for segmentation of size tag from the RGB image
- generated a 3d mesh using the estimated depth and performed unwarping of the mesh for OCR
- don’t have the access to code anymore so here’s the report of the whole thing
Teaching Assistant @ IISc, Bangalore – jan '23 - april '23
yup, i've just started out my career