From BERT Theory to Real-World RAG
nlpbertrag
My experience building production chatbots with RAG architecture
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Blog
Thoughts & Insights
Sharing my journey in front-end engineering, best practices, and lessons learned across different industries. Plus occasional musings on hobbies and life beyond code.
Bert
Understanding the Architecture
nlpberttransformer
A deep dive into BERT architecture exploring the Transformer encoder and multi-head self-attention mechanism
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How BERT Works and Why It Helps Code-Mixed Text
nlpberttransformer
A whitebox conceptual view of how BERT works, what it learns during pretraining, and why it fits code-mixed text
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Why Pretrained Language Models Matter
nlpbertmachine-learning
Exploring why pretrained language models like BERT are practical when labeled data and compute are limited
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