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Manan Manish Satra's Projects

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Developing Single Page Application using the MEAN stack to perform CRUD operations. Using AngularJS with Angular CLI and material design for front end, NodeJS with ExpressJS for backend, MongoDB with Mongoose for NoSQL database, Visual Studio Code for development and GitHub for version control.

idea-plagiarism-detector icon idea-plagiarism-detector

As the team lead and the visionary, developed a plagiarism detector using Java, Dictionary.com API and Swing to detect if the central idea of the document, instead of just the content, has been plagiarized. Processes involved data cleaning, synonym gathering, word linking, KMP algorithm for pattern matching etc.

newswire-newsroom-analysis icon newswire-newsroom-analysis

Analyzed news articles from newswire’s newsroom to find patterns and analyze trends with respect to location, categories, tags and timelines of articles. Used Python to develop the analyzer and various libraries to scrape, analyze and visualize the trends.

website-recommendation-system icon website-recommendation-system

Using Python, analyzed websites & recommended the best website to buy from based on factors like price, reviews, delivery & faulty products. Performed web scraping using Beautiful Soup, sentiment analysis using VADER, normalization, SVM classification using sklearn (One-vs-Rest Multi-label Classification), visualization using Brunel & matplotlib.

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