Intelligent Job Resume Matching System (IJorms)

IJorms is an intelligent software built for the HR department of an enterprise. It uses machine learning to extract features from the resumes of the candidates who applied for a job. Then it uses dynamic rule based ranking algorithm to rank the resumes according to the job description.

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Predict Which Horse Wins

This program combines the power of realtime web crawling and sentiment analysis to predict the outcome of a horse race. It crawls from AtTheRaces website periodically, the data on the attributes of the horse and the rider and at the same time looks up in Twitter to see what people are tweeting about the horse. Finally, it finds the sentiment of the respective tweets to see which horse has the most positive tweets.

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LinkedIn Scraper

Given the url of a LinkedIn profile, this program scrapes all data from the profile, including his personal details, connections, posts, articles made by him and the comments in those posts. It has been proved useful when it comes to retrieving data about a user in combination with other social networking platform like Facebook and Twitter.

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Movie Recommendation Engine

Using the movie dataset from the movielens, this program uses SGD and Matrix Factorization to find similar movies according to their latent features. It helps the users see the movies they may be interested in based on their past preferences.

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