I am Riya Singh. I will be working with DeepChem this summer as a GSoC contributor.
I am a 3rd Year UG student at the National Institute of Technology Karnataka, India pursuing Electronics and Communication Engineering. I have a deep passion for harnessing the power of machine learning and deep learning to make a real impact in the world.
I started my journey as a part of the DeepChem community in February 2023. I am happy to have found an organization where I could learn a lot about the real-world workings of ML models, especially graph-based neural networks, and I plan on contributing to DeepChem even after GSOC ends by improving the project implementation while also fixing issues and helping the community, wherever and whenever possible!
About the Project
This project seeks to bring a new tool to the DeepChem suite for solving message passing problems based on the recent advancements in the GNNs research. The project aims to implement a Multiplex Molecular Graph Neural Network (MXMNet) model, a Graph Neural Network (GNN) to Deepchem.
I shall be updating my progress here over the summer on a weekly basis. Stay tuned!
Project description is available here.