GitHub repository: sampasha/stack-connect
Primary language: Jupyter Notebook
Created: 2020-07-13T23:16:50Z
Description: The main aim of this project is to provide career recommendations to the users based on their StackOverflow activity, present temporal trends in technology along with future projections. Finally, we perform tag predictions based on the questions asked by the user.  Additionally, we also implement a semantic search technique that takes into account the popularity of the user, sentiment of the answers, and cosine similarity to improve search results. Our product makes use of the StackOverflow dataset hosted on BigQuery along with the data scraped from job portals like Indeed and LinkedIn. We further combine reviews from the publicly available Glassdoor dataset to provide a comprehensive application that aggregates all the necessary information.