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1. RAG_Chatbot RAG_Chatbot Public

   Developed and deployed a cloud-hosted RAG chatbot with a Streamlit UI to semantically ingest, index, and query diverse text datas, delivering context-rich, on-demand insights while managing everyth…

   Jupyter Notebook

2. YOLO11n-Bone-Fracture-Detection-Model YOLO11n-Bone-Fracture-Detection-Model Public

   This repository implements an end-to-end pipeline for detecting bone fractures in X-ray images using the YOLO11n object detection framework. All methods, datasets, and insights are drawn from the a…

   Jupyter Notebook

3. SemanticSegmentationMedicalImaging SemanticSegmentationMedicalImaging Public

   In this project, I manipulate the impacts of different components of an encoder-decoder convolutional neural network (CNN) for tumor segmentation in the 2D MRI Brain Tumor Image Dataset.

   Jupyter Notebook

4. ImageObjectClassification_NetworkComparison ImageObjectClassification_NetworkComparison Public

   In this study, the MobileNet, ResNet50, VGG16, and Xception deep learning architectures were trained to classify brain MRI images into four various cancer categories , and a healthy "no tumor" class.

   Jupyter Notebook 2

5. PredictEdge-WebApp PredictEdge-WebApp Public

   Building a web app using Streamlit(Fronteend app) Deploying a Machine Learning Model using fastAPI(Backend app) Serving model via REST API with FastAPI Setting up the environment with Docker and D…

   Python

6. 87tanaind.github.io 87tanaind.github.io Public

   Here is my general portfolio

   CSS