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1. build-your-own-gpt build-your-own-gpt Public

   Built a GPT-style Transformer Language Model from scratch in PyTorch, implementing token embeddings, positional embeddings, masked self-attention, multi-head attention, transformer blocks, training…

   Jupyter Notebook

2. chatbot-capstone chatbot-capstone Public

   A retrieval-based chatbot that helps users learn about AI Engineering, Machine Learning, Data Science, Python, and Microsoft Azure AI certifications. Built using Python, NLTK, TF-IDF vectorization,…

   Python

3. customer-churn-prediction-pipeline customer-churn-prediction-pipeline Public

   End-to-end machine learning pipeline for customer churn prediction using Python, Scikit-Learn, Jupyter Notebook, and Git.

   Jupyter Notebook

4. nlp-classic-text-analysis nlp-classic-text-analysis Public

   End-to-end NLP pipeline that analyzes classic literature using tokenization, POS tagging, chunk parsing, frequency analysis, automated reports, CSV exports, and visualizations.

   Jupyter Notebook

5. forest-cover-type-classification forest-cover-type-classification Public

   Deep learning classification of forest cover types using TensorFlow and Keras with systematic hyperparameter tuning, achieving 90% test accuracy.

   Jupyter Notebook

6. machine-translation machine-translation Public

   English-to-Spanish machine translation system using TensorFlow, Keras, and Seq2Seq LSTM neural networks.

   Python