This is to certify that
has successfully completed an 8-week internship program at
HawkFranklin Research
under the supervision of Vatsal Pravinbhai Patel, Senior Research Engineer and Manager.
Project Title: Application of Graph Neural Networks in Drug Discovery
Duration: 8 weeks (July 2025)
During this internship, Sonia conducted comprehensive research on existing machine learning models in drug discovery, performed detailed codebase analysis, and demonstrated exceptional independent research capabilities. Her performance was outstanding, requiring minimal supervision while delivering high-quality results.
We commend Sonia for her dedication and wish her all the best in her future endeavors.
Vatsal Pravinbhai Patel
Senior Research Engineer and Manager
HawkFranklin Research
Date