Current work
What is in progress right now, ahead of write-up.
Deep learning from scratch
Building a deep-learning-from-scratch foundation for ML research in drug discovery — implementing neural network architectures (MLP, CNN, Transformer) from first principles in NumPy, with hand-derived backpropagation, applied to molecular property prediction on QM9.
deep learningtransformersmolecular property predictionNumPy