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I'm currently diving into Deep Learning models & mechanisms along with mastering open-source machine learning libraries like TensorFlow and PyTorch.
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All of my projects are available at https://github.com/Srabontideb
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How to reach me srabonti.deb.ruet@gmail.com
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Machine_Learning_Model_Implementations
Machine_Learning_Model_Implementations PublicSupervised & unsupervised learning models on irish_dataset
Jupyter Notebook
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Deepfake_project
Deepfake_project PublicA deep learning-based system for detecting and classifying deepfake videos using 3D Convolutional Neural Networks with Inception architecture
Jupyter Notebook 1
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Explainable-Dual-stage-Rag
Explainable-Dual-stage-Rag PublicExplainable dual-stage RAG for medical QA — fuses BM25 + dense retrieval with cross-encoder re-ranking and rationale-grounded generation to mitigate hallucination on noisy clinical text.
Jupyter Notebook 3
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GAN-Enhanced-Gastrointestinal-Disease-Classification
GAN-Enhanced-Gastrointestinal-Disease-Classification PublicThis project explores the use of Generative Adversarial Networks (GANs) to improve gastrointestinal (GI) disease classification from endoscopic images, particularly using the Kvasir v2 dataset.
Jupyter Notebook 1
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