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Name: Umang Gupta
Type: User
Bio: Computer Science 2022 @UniversityofWaterloo
Blog: www.umanggupta.in
Name: Umang Gupta
Type: User
Bio: Computer Science 2022 @UniversityofWaterloo
Blog: www.umanggupta.in
Platform to prevent distracted driving and help drowsy drivers 🚗(Top 10 @ HackTheValley 4)
The goal is to use Machine Learning to classify the Cancer as Benign or Malignant. I got a 96.4% accuracy by using the KNearest Neighbors strategy.
Created a customised real time chat app with both public and private chat capabilities using Node.js, MongoDB,Socket.IO,JavaScript,HTML and Bootstrap 4.
I made a Crud App using Node.js,Express.js and Mongoose.js. I built out a book Schema for creating,reading,updating and deleting books. Used Express Scripts to create routes that will form the basis for a restful API. Used POSTMAN to perform actions on the routes All the book details were altered as JSON objects. I created and used Google Chrome to confirm the changes made on the local host server port 8080.
I made a chrome extension using Javascript, Jquery, CSS, HTML and Bootstrap which gives feedback on the content of the email. All the erros are recieved as JSON objects from the server.
I used Machine Learning to make a Logistic Regression model using scikit-learn, pandas, numpy, seaborn and matplotlib to predict the results of FIFA 2018 World Cup.
Template Matching OpenCV algorithm to find Waldo
Deployed various Machine Learning models to classify the NLTK corpus movie reviews as positive or negative through Natual Language Processing and Sentiment Analysis. The models used include tf-idf, Count Vectorizer, Logistic Regression ,Support Vector Machine and the Naive Bayes probability model.
Pyhton Tkinter
I deployed a Convolutional Neural Network(ALL-CNN) for Object recognition. It obtains state of the art performance at object recognition on the CIFAR 10 image dataset in 2015.
I made a Login App using Express.js, building Mongoose Schemas , perform validation checks in mongoose and installing mongoose plugins. The plugins and validation checks were used to update the data acquired from the login and adding it to the database.
Trained and optimized a Classification Machine Learning model to predict the grammatical flow of email using state of the art techniques : 1. Word2Vec 2. tf-idf 3. bag-of-words. The models used include Logistic Regression and Support Vector Mechanics with 250-300 features.
Python-based application to help you decide what to do with the left over groceries in your fridge!
Backend Developer Intern Challenge
I participated in the ongoing Kaggle Competetion and predicted with a 76.5% accuracy if a person will survive the iconic Titanic shipwreck.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.