Pinned Loading

1. multimodal-rag-systemmultimodal-rag-systemPublic

   Multimodal RAG system for PDFs using CLIP, FAISS, and Groq. Enables unified semantic search across both text and images with a Streamlit interface.

   Python

2. MNIST-Acceleration/MNIST-AcclerationMNIST-Acceleration/MNIST-AcclerationPublic

   Accelerating a neural network with CUDA (Project for HPC, Spring 2025)

   Cuda 1

3. Canny-Edge-Detection-Optimization-using-CUDACanny-Edge-Detection-Optimization-using-CUDAPublic

   This repository contains the optimized cuda code for canny edge detection.

   Cuda

4. financial-sentiment-analysisfinancial-sentiment-analysisPublic

   Developed an end-to-end financial sentiment analysis system using FinBERT and Mistral-7B. Implemented Retrieval-Augmented Generation (RAG) with FAISS to boost LLM zero-shot performance and fine-tun…

   Jupyter Notebook

5. trash-detection-yolo-unettrash-detection-yolo-unetPublic

   YOLOv8 object detection + U-Net semantic segmentation for waste classification. Features custom and transfer learning implementations with 73% performance improvement on TACO dataset.

   Jupyter Notebook

6. Semantic-Product-Search-and-Rank--ingSemantic-Product-Search-and-Rank--ingPublic

   Comparative analysis of three semantic search architectures (TF-IDF, Word2Vec, BERT Bi-Encoder) on the Amazon ESCI dataset. Includes FAISS indexing and a Streamlit demo.

   Jupyter Notebook