Hi, I'm Shivang Agarwal

I am a Full-Stack Web Developer and Machine Learning Enthusiast.
I love everything about code and use it to solve problems.

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My Experience

Specialist in need. Generalist at heart.

Front-end

  • html(5)
  • css(3)
  • Javascript
  • Jquery
  • Bootstrap

Back-end

  • Python
  • Django
  • Flask
  • NodeJS
  • ExpressJS
  • SQL
  • Java

Machine Learning

  • Clustering
  • Classification
  • Prediction
  • Neural Networks
  • Deep Learning
  • TensorFlow
  • Scikit-Learn

Projects

Turning ideas into reality!

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Personal blog

A web application which can be used by Individuals/Companies to write blog posts providing restricted access to viewers. Built using Python and Django.

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Yelp Camp

A web application that allows user to create, read, comment, update, and delete campground information. Followed RESTful Routing conventions. Built using NodeJS.

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Churn Modeling

Implemented algorithms like Artificial Neural Network, SVM, Random forest to perform classification, with the F1-Score of 0.85 and performed data visualizations using Tableau.

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Web Crawler

A multi-threaded application written using Python that visits a web-page and scrap all links from that URL and keeps on repeating for scraped links till it is finding the relevant domain name.

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Stock Market Prediction

Implemented Long - Short Term Memory Cell (Recurrent Neural Network) to generate time - series forecasting using Keras and Python taking in account sentiment of the market using twitter data.

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Auto-Image Completion

Used Python and Tensorflow to implement a generative adversarial network that recreates the image by minimizing contextual and perpetual loss.

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