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Sam Naveenkumar .V's Projects

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DigiHR is an AI-powered chatbot for students at Karunya Institute of Technology and Sciences, designed to enhance HR interview preparation. It analyzes resumes to identify specializations and generates tailored HR questions, including tricky project-related inquiries, helping students build confidence for internships and job placements.

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Excel Replicator using Python is a tool designed to simplify the copying and consolidation of data across multiple Excel sheets and workbooks. Built with Python and Tkinter, it provides a user-friendly interface for efficient data transfer, saving time and ensuring accuracy.

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Structured HTML code for a resume website: Header identifies the CV, personal/contact info, education, skills, career objective, internships, courses, a photo gallery, and navigation links for easy section access. Customizable foundation for a professional online profile.

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EXPLORATORY DATA ANALYSIS (Exploratory Data Analysis refers to the critical process of performing initial investigations on data so as to discover patterns to spot anomalies to test hypothesis and to check assumptions with the help of summary statistics and graphical representations.)

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DATA PREPROCESSING (To prepare the data suitable for the machine learning model, perform data cleaning, data reduction and data transformation on the given dataset using python implementation.)

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A linear regression model to predict the prices of houses based on their square footage and the number of bedrooms and bathrooms.

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A K-means clustering algorithm to group customers of a retail store based on their purchase history.

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A support vector machine (SVM) to classify images of cats and dogs from the Kaggle dataset

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A hand gesture recognition model that can accurately identify and classify different hand gestures from image or video data, enabling intuitive human-computer interaction and gesture- based control systems.

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A model that can accurately recognize food items from images and estimate their calorie content, enabling users to track their dietary intake and make informed food choices

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