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Japa Swadia's Projects

booksie-android-app icon booksie-android-app

A ‘mood’ based Android application for book-lovers, which recommends books based on mood selected, provides upvote/downvote facility, book rankings by users and adding to personal reading list. A small android application created as a part of coursework.

java-programs-new icon java-programs-new

Collection of different types of Java programs, covering all data structures and algorithms. Useful for interviews.

kaggle icon kaggle

Data science & analytics mini-projects in R and Python from Kaggle's datasets/competitions.

know_your_city icon know_your_city

A semantic web application built on the Apache Jena semantic web framework that links data from different sources and domains, and integrates all of it to provide you with essential information about the city you live in or wish to live in - such as safety, convenience, transport etc. All data sets (from diverse sources and formats) are transformed into a common format - RDF/XML based on OWL schema (generated using Protege ontology editor) and queried using SPARQL to display results.

r_sf-crime-analysis icon r_sf-crime-analysis

Worked to apply data science techniques like classification, regression, clustering and association mining on San Francisco city's crime data which can aid SFPD Crime Analysis Unit in curbing crime incidents; by creating a model in R that predicts type of crime based on location and time, estimates annual number of crime incidents in an area, and discovers associations between various crime types to determine 'top' crimes by area and 'top' days of the week for such occurrences.

r_text_classification icon r_text_classification

A text classification framework in R for automated classification of functional software requirements in enterprise systems; cleaning and pre-processing data, and using classifiers like kNN and ensemble methods to ultimately study the performance and accuracy of the model.

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