AI/ML
Exploration of machine learning models and their integration into modern web architectures, focusing on scalable and intelligent digital solutions.
Built a handwritten medicine name recognition system using a custom CRNN model and an automated preprocessing pipeline.
Technologies & tools
Python
PyTorch
CRNN
BiLSTM
Kaggle
- Built a handwritten medicine name recognition system using a custom CRNN model trained from scratch
- Developed a data collection pipeline using Label Studio with automated cropping, CLAHE preprocessing, and augmentation to expand the training dataset.