The latest articles on DEV Community by aditchanchal (@aditchanchal). https://dev.to/aditchanchal https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F392754%2F4bbdba26-bf55-4ef6-853a-8c2e8be98e5b.png https://dev.to/aditchanchal en aditchanchal Fri, 22 May 2020 11:26:22 +0000 https://dev.to/aditchanchal/babel-36i2 https://dev.to/aditchanchal/babel-36i2 <p><strong>Babel:</strong> <em>A localized news application for everyone.</em></p> <ul> <li><p><a href="https://user-images.githubusercontent.com/39438054/82660473-101aed80-9c48-11ea-8414-3f1cd05a3c91.gif">Demo Link</a></p></li> <li><p><a href="https://github.com/aditchanchal/Babel">Link to Code</a></p></li> </ul> <p><strong>About</strong><br> <em>Babel is a news application that uses Twitter API to get tweets generated in a location provided by the user. <br> The ML models (LDA, Topic modelling ,etc) then extracts important tweets which best describes the scenario and displays them as news in the UI.</em></p> <p><strong>Tech Stack</strong></p> <ul> <li>Frontend: <ul> <li>ReactJS, HTML, CSS</li> </ul> </li> <li>Backend: <ul> <li>Python(Flask) - for APIs</li> </ul> </li> <li>Machine Learning: <ul> <li>Pandas, Sci-kit, TextBlob, Gensim</li> </ul> </li> <li>APIs: <ul> <li>Twitter API </li> </ul> </li> <li>Other Tools: <ul> <li>Web-scraping(BeautifulSoup4) </li> <li>Cron for automation</li> </ul> </li> </ul> <p><strong>Story</strong><br> <em>Developed this end-to-end application in 24 hrs of "HCL AI Hackathon" and secured 3rd position.</em></p> octograd2020