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An end-to-end Word2Vec architecture (Skip-Gram with Negative Sampling) built entirely from scratch in PyTorch and deployed as an interact…
A implementation of generative computer vision models reconstructing high-resolution images from low-resolution inputs using SRGAN and ES…
An architectural exploration tracking the progression of automatic caption generation, moving from traditional deep learning frameworks t…
End-to-end sentiment analysis project comparing RNN, LSTM, GRU, and BERT on over 1 million Twitter posts using PyTorch and Hugging Face T…
Implemented Parameter-Efficient Fine-Tuning (PEFT) using LoRA and QLoRA on BERT and Gemma 2B, achieving memory-efficient sentiment classi…
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