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vineethgvs's Projects

bank-marketing-data-analysis icon bank-marketing-data-analysis

Implementing K-nearest neighbours and Decision tree algorithms from scratch to analyze the bank marketing data to predict customers subscribing to the term deposit

counterfeit-ic-detection icon counterfeit-ic-detection

This project presents a novel approach to counterfeit Integrated Circuit (IC) detection using Convolutional Neural Networks (CNNs). Our custom model, inspired by the VGG16 architecture, significantly improves detection accuracy, achieving a validation accuracy of 94% and a recall of 86% for counterfeit class detection.

reddit-search-engine icon reddit-search-engine

This project is a Reddit search engine developed in Python, utilizing PRAW for data crawling, PyLucene for indexing, and Flask for the web interface.

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