sindoorarmurthy
Software Engineer @ Microsoft Data Scientist | Full Stack Developer
MicrosoftSeattle, WA
Pinned Repositories
CIFAR10-Image-classifier
Built a model to classify images on the CIFAR10 dataset. Given an image, the model will predict the class of that image.
Sorting-Algorithms-Complexity-Analysis
Studied 6 sorting algorithms and compared their time and space complexities. Created a Flask web application for the same.
Multi-Linear-Regression
Multivariate regression model to predict flower species
Naive-Bayes-Classifier
Naïve Bayesian learning for classifying news text articles.
Aggression-Detection-Android-App
Designed an Android application for Alzheimer’s and Dementia patients, to reduce patient on patient violence. Employed Android Studio (Java) application along with real-time data manager - Firebase to pick up gyroscopic values from the android gear worn by the patient and notify the nearest nurse if there is an anomaly in the recorded values with respect to their thresholds.
Multiplayer-Game-using-Multiple-Cloud-instances
Implemented a multi-user web-application game using Flask. The application has a separate AWS - EC2 cloud instance for each player. The webpage for each player has a countdown timer and gets game data in real-time from the other cloud instances.
Portfolio-Website
This is my professional website
CarAd
Cloud-Web-application-performance-opti
A Flask web-application that analyses any data set, imports into SQL database on Azure cloud or MongoDB and with a web interface allows users to query information from the data. Also measured performance & improved the application’s performance for data retrieval using Redis.
Data-Mining-Projects-Blog
sindoorarmurthy's Repositories
sindoorarmurthy/Portfolio-Website
This is my professional website
sindoorarmurthy/Aggression-Detection-Android-App
Designed an Android application for Alzheimer’s and Dementia patients, to reduce patient on patient violence. Employed Android Studio (Java) application along with real-time data manager - Firebase to pick up gyroscopic values from the android gear worn by the patient and notify the nearest nurse if there is an anomaly in the recorded values with respect to their thresholds.
sindoorarmurthy/CarAd
sindoorarmurthy/CIFAR10-Image-classifier
Built a model to classify images on the CIFAR10 dataset. Given an image, the model will predict the class of that image.
sindoorarmurthy/Cloud-Web-application-performance-opti
A Flask web-application that analyses any data set, imports into SQL database on Azure cloud or MongoDB and with a web interface allows users to query information from the data. Also measured performance & improved the application’s performance for data retrieval using Redis.
sindoorarmurthy/Data-Mining-Projects-Blog
sindoorarmurthy/Multi-Linear-Regression
Multivariate regression model to predict flower species
sindoorarmurthy/Multiplayer-Game-using-Multiple-Cloud-instances
Implemented a multi-user web-application game using Flask. The application has a separate AWS - EC2 cloud instance for each player. The webpage for each player has a countdown timer and gets game data in real-time from the other cloud instances.
sindoorarmurthy/Naive-Bayes-Classifier
Naïve Bayesian learning for classifying news text articles.
sindoorarmurthy/Search-Engine
A Flask web-application that searches based on words or word combinations to find relevant documents that are on Azure cloud. The search result identifies a document by name and where in that document that is found (such as line or offset). The application also processes the data for punctuations, stop words and gives a very optimal search result. Achieved efficient search time complexity.
sindoorarmurthy/Sorting-Algorithms-Complexity-Analysis
Studied 6 sorting algorithms and compared their time and space complexities. Created a Flask web application for the same.
sindoorarmurthy/Titanic-Data-Exploration
Built a machine learning model that predicts which passengers survived the Titanic shipwreck.