Computer science and engineering student.

projects

github

Prathamesh Raut  • Peerlist

Python , data analytics and AI/ML enthusiast

Data Science, Data Analysis and AI/ML enthusiast

const Bio = ["Web Developer","Mobile App Developer - React Native", "Freelancer" ,"UI/UX Designer" ,"Technical Writer"]

SignLanguage is a platform where users can practically learn American Sign Language using machine learning and access videos for over 20,000+ ASL phrases.<h3 class="rich-heading">Background</h3>YouTube is a great source of knowledge, but its algorithm doesn't promote short videos or videos that entice users. SignLanguage solves this problem by collecting these resources and making them easily accessible through our webapp. This webapp has around 20,000+ curated video phrases and features like fuzzy Search which can help users to learn American Sign Language(ASL) with ease.SignLanguage also has a number of games that users can play to practice their ASL fundamentals while having fun.<h3 class="rich-heading">Tech Stack &amp; Libraries Used</h3>The app is basically built using eleventy js (11ty) for frontend, MongoDb Realm as a backend and mediapipe and tensorflow js for machine learning.<ul><li>Eleventy Js</li><li>Mongo Db</li><li>Mongo Db Realm functions</li><li>Mongo Db Realm HTTPS Endpoints</li><li>Mongo Db Atlas Search</li><li>Tensorflow</li><li>Mediapipe</li></ul>