Projects

PROJECT

Transformer Architecture Implementation from Scratch

Implemented the complete 'Attention Is All You Need' architecture using core PyTorch kernels.

PyTorchNumPyMatplotlib
PROJECT

Hate Speech Classification with BERT & Attention

Fine-tuned BERT variants (base, large, multilingual) reaching a 92% F1-score on complex social media datasets.

PyTorchTransformersBERTLSTMScikit-learn
PROJECT

bRial – Content Platform with Data Quality Pipeline

Architected a scalable cloud-based data backend using Firebase to manage user-generated content.

FlutterFirebasePythonWord2Vec
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