KUNAL DEEPAK JOSHI's Projects
Machine learning project for email spam filtering by using various classification algorithms such as Random Forest, KNN, Logistic Regression, Naive Bayes, SVM.
A multipage website about the information of fighter jets. Used HTML5 and CSS3. Used various features of CSS3 such as grid-layouts, 2D, and 3D transforms and transitions, CSS rollovers, media-queries for proper display on mobile devices. Used iframe in HTML to embed youtube videos. Used a global navigation system on each page to navigate easily.
Knowledge processing technologies : Information Retrieval and text classification
Java programs of ISTE-200-Java For Programmers course.
IR and text mining project to calculate candidate's job profile score based on factors such as Education, Discipline, Required Skills, Desired Skills, and Years of Experience. Implemented Inverted Index algorithm for job filtering and Vector Space Model algorithm for ranking the documents (Jobs).
Job listing microservice created for finding the jobs and posting new jobs. MongoDB database is used to store data of job postings.
Microservices are created for User information and Contact information of those users. Eureka Service Discovery is used for registering UserService and ContactService. API Gateway is implemented to provide single endpoint for calling microservices.
A GUI application for Amazon phone search developed using python and MongoDB database. Created MongoDB database and application MongoDB Atlas public cloud server. Implemented functionalities such as partial word search, geo search, add and update user comments, reset, application close.
Analyzed the NYPD arrest dataset with the help of the Weka tool. Created models and tableau reports.
A multipage website about the people and technologies that built the Internet and the World Wide Web. Used HTML5 and CSS3. Used various features of CSS3 such as grid-layouts, media-queries for proper display on mobile devices. Used a global navigation system on each page to navigate easily.
A single page, a multi-section website using HTML and CSS, including information about my professional experience and education.
RDBMS assignments, practice exercises, SQL queries from ISTE-230.01- Introduction to Database and Data Modeling course.
Developed a web application to structure and describe data using XML. Designing the XML Schema for the fandango web site and styling the elements of the web page using CSS.
Using Xpath and Xslt, transformed the XML document into an HTML document that would yield a pleasing display in a browser.