Keshav Worathur | software engineer

Commercial ML research and product development is where I do my best work. I'm a proud alum of the University of Toronto (CS '25) and a current student at Georgia Tech, graduating in December.

Some things I've worked on:

  • Built Python pre-processing pipelines that ingest 3,000+ protein structures for Gene2Lead, Ltd.'s drug discovery platform.
  • Trained deep learning models to see and understand 3D data like a chemist, now deployed in production at Gene2Lead.
  • Currently optimizing the cloud infrastructure and batch workflows powering Matmerize's flagship AI tools for polymer informatics.

My Work | work experiences and projects

ML Engineering @ Gene2Lead

Cutting-edge deep learning tools trusted by research labs and pharma giants for screening drug targets

  • ML Engineering @ Gene2Lead screenshot 1
  • ML Engineering @ Gene2Lead screenshot 2
  • Pitched a user-friendly visualization tool developed with React, WebGL, and FastAPI for understanding proteomic data, which led to adoption by 8 Gene2Lead researchers and positive feedback on usability.
  • Deployed protein feature extraction, training, inference and reporting pipelines on AWS Sagemaker to facilitate greater visibility into research project progress and data sharing.
PyTorch
FastAPI
React