Bristol-Myers Squibb – Molecular Translation (Kaggle 88/874, top11%)

Independent Project

• Converted images back to the underlying chemical structure annotated as InChI text
• Used Resnet101d as the encoder, Transformer as the decoder, and Ranger Optimizer as the optimizer
• Achieved a loss rate on the validation set is 0.4%, the average edit distance is 6, and the average edit distance on the test set is 1.88