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Mahadev Jayaram's Projects

billedin icon billedin

BilledIn is a simple billing system (Desktop application) for small businesses. It is designed to be easy to use and understand. It is completely written in only Python.

chest-xray-pneumonia-detection icon chest-xray-pneumonia-detection

A simple PyTorch-based project for detecting pneumonia from chest X-ray images. Achieve over 90% accuracy with a CNN model of just 10-15 lines of code.

collegechatbot icon collegechatbot

This project is a Q&A chatbot designed for the Global Academy of Technology (GAT), utilizing LLMs, Embeddings, RAG techniques and Prompt Engineering to provide accurate and context-aware responses to user queries about the college.

text2imagedescription icon text2imagedescription

Text2ImageDescription retrieves relevant images from Pascal VOC 2012 dataset using OpenAI CLIP, based on text queries, and generates descriptions using quantized Mistral-7b model.

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