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Arvind Raghavendran's Projects

accent-classification-and-conversion icon accent-classification-and-conversion

Tackle accent classification and conversion using audio data, leveraging MFCCs and spectrograms. Models differentiate accents and convert audio between accents

detecting-insurance-fraud icon detecting-insurance-fraud

Develop a classifier to differentiate between real and AI-generated images of damaged cars, identifying actual accidents from fraudulent ones.

flood-detection icon flood-detection

Utilize a MobileNetV2 encoder and Pix2Pix decoder to perform precise semantic segmentation, distinguishing objects in images, such as identifying flooded areas in flood images. The purpose is to enable accurate object delineation for applications like disaster response and environmental monitoring.

movie-ticket-booking-app icon movie-ticket-booking-app

Created a ticket booking system with a Vue.js frontend and Python backend to manage theaters, shows, and bookings. Implemented email notifications and utilized Celery and Redis for background tasks.

pool-testing-for-covid-19 icon pool-testing-for-covid-19

We explore pool testing strategies for SARSA COVID-19 and allow us to build testing scenarios that allows us to use m tests to diagnose n patients; m<n

quantified-self-app icon quantified-self-app

This project involves the development of a quantified self app for tracking various personal metrics and visualizing the data. The purpose is to enable users to create, update, and log trackers for different activities, and visualize their progress through graphical representations.

sample-classification-using-opencv icon sample-classification-using-opencv

This project focuses on classifying samples as positive or negative based on color analysis using OpenCV. The purpose is to automate the classification process of biosamples treated with a dye, determining their status based on color intensity.

social-media-application icon social-media-application

This project involves developing a lightweight blog application, BlogLite, which includes user authentication, post creation, and social features. The purpose is to provide a simple, yet fully functional platform for users to share posts, follow others, and manage their profiles.

student-monitoring-and-support icon student-monitoring-and-support

Developed machine learning models to classify students into dropout, enrolled, and graduate categories based on anonymized demographic and academic data, aiming to enhance student monitoring and support systems in higher education institutions.

visualization-project icon visualization-project

The project provides a comprehensive visualization and analysis of the World Happiness Report data from 2015 to 2019. Through various visualizations, it explores the key factors influencing global happiness and highlights trends over time.

web-scraping-and-data-transformation icon web-scraping-and-data-transformation

This project showcases various Python scripts for web scraping and data transformation, enabling extraction and cleaning of data from websites and manipulation using Excel and Pandas. The aim is to facilitate effective data collection and transformation for analytical purposes.

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