ivedants
Software Engineer Master's in Computer Science (Machine Intelligence and Cognition), The George Washington University. Also known as "Eagle in the Hat".
Santa Monica, California, USA
Pinned Repositories
Adagio-iOS-Application-using-Music-Information-Retrieval-for-Enhanced-User-Productivity
An iOS application using a Machine Learning Algorithm for classifying music files on Spotify into different human moods in order to recommend new music or any associated to-do list tasks to the user
Convolutional-Neural-Network-for-Image-Classification
Convolutional Neural Network for Image Classification on MNIST Dataset. Observed accuracy: 99%
Drum-Kit-Interactive-Website-using-HTML-CSS-JavaScript
This is an interactive website made using HTML, CSS, and JavaScript to play a drum kit.
Hourglass-iOS-Application-for-Reading-Resource-Management
An iOS application for helping students and staff in education institutions access their academic libraries' reading resources online, plan and manage reading schedules all in one place using an integrated to-do list.
Interactive-Multimedia-Interface-for-a-Museum-Exhibit-of-Renaissance-Musical-Instruments
An award-winning project made using Adobe XD featuring a collection of 30 musical instruments of the Renaissance era in an interactive multimedia interface. This project won the Best Project (Public Choice) Award at the Festival of Animation - Spring 2020 at The George Washington University, Washington D.C., USA
Magic-Media-native-iOS-iPadOS-AR-App
Magic Media is an award-winning experimental native iOS/iPadOS application based on Augmented Reality (AR) that focuses on augmenting physical forms of media such as magazines, dollar bills, instruction manuals, etc. It delivers its users various options to interact with several sections of the physical media with images/text and then convert them into videos or 3D models specifically. This will help the user understand the information better in various ways of interaction, which is majorly made possible by AR. It also supports voice commands to help the user navigate through the app and have a more friendly and immersive experience.
Music-Playlist-Generation-using-Twitter-account-post-history-and-Sentiment-Analysis
Music playlist generation capability based on a Twitter account's social media posting history by sentiment analysis to compare the distribution of tweet and song lyric sentiment polarities to generate a list of recommended songs. Integrated using Bidirectional LSTMs for Tweet Sentiment Analysis and NLTK VADER for Song Lyric Sentiment Analysis.
Naive-Bayes-Spam-Email-Classifier
An implementation of an email spam filter using Naive Bayes method. Observed accuracy: 96.98%
organization
The syllabus and other organizational aspects of the Advanced OS class.
project-clan-of-xen
project-clan-of-xen created by GitHub Classroom
ivedants's Repositories
ivedants/Magic-Media-native-iOS-iPadOS-AR-App
Magic Media is an award-winning experimental native iOS/iPadOS application based on Augmented Reality (AR) that focuses on augmenting physical forms of media such as magazines, dollar bills, instruction manuals, etc. It delivers its users various options to interact with several sections of the physical media with images/text and then convert them into videos or 3D models specifically. This will help the user understand the information better in various ways of interaction, which is majorly made possible by AR. It also supports voice commands to help the user navigate through the app and have a more friendly and immersive experience.
ivedants/Music-Playlist-Generation-using-Twitter-account-post-history-and-Sentiment-Analysis
Music playlist generation capability based on a Twitter account's social media posting history by sentiment analysis to compare the distribution of tweet and song lyric sentiment polarities to generate a list of recommended songs. Integrated using Bidirectional LSTMs for Tweet Sentiment Analysis and NLTK VADER for Song Lyric Sentiment Analysis.
ivedants/Adagio-iOS-Application-using-Music-Information-Retrieval-for-Enhanced-User-Productivity
An iOS application using a Machine Learning Algorithm for classifying music files on Spotify into different human moods in order to recommend new music or any associated to-do list tasks to the user
ivedants/Naive-Bayes-Spam-Email-Classifier
An implementation of an email spam filter using Naive Bayes method. Observed accuracy: 96.98%
ivedants/Convolutional-Neural-Network-for-Image-Classification
Convolutional Neural Network for Image Classification on MNIST Dataset. Observed accuracy: 99%
ivedants/Drum-Kit-Interactive-Website-using-HTML-CSS-JavaScript
This is an interactive website made using HTML, CSS, and JavaScript to play a drum kit.
ivedants/Hourglass-iOS-Application-for-Reading-Resource-Management
An iOS application for helping students and staff in education institutions access their academic libraries' reading resources online, plan and manage reading schedules all in one place using an integrated to-do list.
ivedants/Interactive-Multimedia-Interface-for-a-Museum-Exhibit-of-Renaissance-Musical-Instruments
An award-winning project made using Adobe XD featuring a collection of 30 musical instruments of the Renaissance era in an interactive multimedia interface. This project won the Best Project (Public Choice) Award at the Festival of Animation - Spring 2020 at The George Washington University, Washington D.C., USA
ivedants/organization
The syllabus and other organizational aspects of the Advanced OS class.
ivedants/project-clan-of-xen
project-clan-of-xen created by GitHub Classroom
ivedants/Virtual-Reality-Museum-of-Renaissance-Musical-Instruments
This award-winning project focuses on making an immersive VR experience for an exhibit of a Museum of Musical Instruments from the Renaissance era. It includes the capability of being able to interact with 30 various instruments of various ages throughout history, their evolution, and their classification and role in today’s musical world. It also includes small audio clips of the instruments attached to their 3D Models so that the users can tap/click on them and listen to how the instrument sounded like. Alongside this, the project also features some interactive videos which can be accessed in browser mode to understand better about some of the most groundbreaking instruments of the Renaissance period. This project won the Best Project (Public Choice) Award under the Virtual Reality Projects category at the Festival of Animation - Fall 2020 at The George Washington University, Washington D.C., USA.