My Projects


Distracted Driver Detection

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  • Prepared the model using stacked CNN architecture to predict the class of distraction for a given image and integrated it with a web application using flask.
  • Ranked in top 2 percent in Distracted Driver Detection Challenge on Kaggle.

Fake News Stance Detection

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  • Developed a AI assisted fact checking pipeline by Stance detection of the input text.
  • Seq to Seq Recurrent model with attention using LSTM used to achieve improved F1 Score by 4.1 percent than the winnner of the FNC Challenge.

Apparel Recommendation

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  • Recommends the similar apparel based on content based search filtering hackerearth ML challenge
  • Uses CNN architecture to recommend on the basis of apparel colors,various NLP algorithms on the basis of text based features like title,description etc.



Apni Dukaan

apni dukaan logo
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  • An Ecommerce website having feature to browse products, add them to the cart, apply discount codes, go through the checkout process and obtain an invoice and receive email notifications asynchronously.
  • The website can be rendered in multiple languages and has also a recommendation engine to recommend products

BloggIt

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  • A blog application having the feature to create,update,read and delete the blogs.
  • It gives user functionality to share the particular post on email,commment on blog posts,and add associated tags to a particular blog