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1. Quora-Duplicate-Question-Pair Quora-Duplicate-Question-Pair Public

   This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest…

   Jupyter Notebook 1

2. Audio-classification-using-Python-Library Audio-classification-using-Python-Library Public

   This is a audio classification Project using python Libraries such as librosa to make the visual representation of the audio files, and using numpy to make array of data for manipulation and then e…

   Jupyter Notebook

3. mini-gpt mini-gpt Public

   A decoder-only GPT-style transformer implemented from scratch in PyTorch multi-head self-attention, positional embeddings, and transformer blocks trained on Tiny Shakespeare for character-level tex…

   Python

4. Speech-Recognition-using-TDNN-and-Data-Augmentation Speech-Recognition-using-TDNN-and-Data-Augmentation Public

   Developed a speech recognition system using TDNN, preprocessing audio, extracting MFCC features, and training the model. Fine-tuning with augmented data (19,000 rows) improved accuracy in training …

   Jupyter Notebook

5. stock-volatility-prediction stock-volatility-prediction Public

   An end-to-end ML pipeline predicting stock volatility from historical price/volume data — feature engineering (RSI, MACD, Bollinger Bands, rolling stats), XGBoost modeling, and a FastAPI serving la…

   Python

6. two-tower-recsys two-tower-recsys Public

   Python