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Hi There, I am Nithin 👋

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I'm an Information Technology Undergrad at the National Institute of Techonology Karnataka Surathkal 🎓


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Nithin S's Projects

anitalk icon anitalk

An Anime Forums Web App that lets users create forums ans discuss about anime , with Django backend, REST API, PostgreSQL database, and Vercel hosting.

brain-tumor-classification icon brain-tumor-classification

This project is a Brain Tumour Classifier built using TensorFlow Lite and Streamlit. It allows users to upload MRI scans to determine the type of brain tumour present. The classifier categorizes tumours into types such as pituitary, glioma, meningioma, or determines if no tumour is detected

build-your-own-x icon build-your-own-x

Master programming by recreating your favorite technologies from scratch.

deep-dive-a-system-resource-monitor icon deep-dive-a-system-resource-monitor

A System resource monitoring tool leveraging Python libraries like Psutil, os, PyCPUInfo, Disto and Qt GUI interface for comprehensive real-time tracking and analysis of system resources

document-summarization-streamlit-application icon document-summarization-streamlit-application

Document Summarization App using large language model (LLM) and Langchain framework. Used a pre-trained T5 model and its tokenizer from Hugging Face Transformers library. Created a summarization pipeline to generate summary using model.

dsa icon dsa

Data Structure and Algorithm (DSA) contributions

gender-voice-classification icon gender-voice-classification

This repository contains a project for classifying gender based on voice features using various machine learning algorithms. The dataset used for this project is voice.csv, which contains voice samples and their corresponding features.

image-caption-generator icon image-caption-generator

This project utilizes the Hugging Face Transformers library to create an image captioning application. It loads a pre-trained Vision Encoder-Decoder model and ViT (Vision Transformer) Image Processor to generate captions for uploaded images.

image-style-transfer-using-cnns icon image-style-transfer-using-cnns

A Flask application that uses neural style transfer to blend content and style images effortlessly. It uses PyTorch for image processing and Tailwind CSS for sleek, responsive design, providing a high-performance and user-friendly experience.

indian-crime-data-analysis icon indian-crime-data-analysis

This repository contains scripts and notebooks for analyzing crime data using various machine learning algorithms.

inkwell-insights-a-blogging-website icon inkwell-insights-a-blogging-website

A Full-stack blog application built using the MERN (MongoDB, Express.js, React, Node.js) stack. The frontend is styled using Tailwind CSS with the Flowbite theme.

interpret-cxr-biobert-clip icon interpret-cxr-biobert-clip

This project, completed during my internship at HALE Labs, NITK, involves training an NLP model using BioBERT and CLIP to generate radiology reports for given chest X-ray images. The model is designed to interpret medical imagery and produce comprehensive, clinically relevant reports, enhancing the efficiency and accuracy of radiological diagnostic

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