Projects

PROJECT

Hate Speech Detection with Deep Learning Architectures

Implemented and compared LSTM, Bi-directional LSTM, and BERT variants for hate speech classification.

PyTorchTransformersBERTLSTMBiLSTMScikit-learn
PROJECT

Transformer Architecture Implementation from Scratch

Implemented complete transformer architecture from scratch using only PyTorch, including multi-head attention and positional encoding.

PyTorchNumPyMatplotlib
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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