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Hey šŸ‘‹, I'm Gaurav Gupta!

Welcome to my Github profile

Hello, I'm a passionate machine-learning enthusiast interested in transforming raw data into valuable insights. My expertise revolves around image and text processing tasks, where I've delved into complex projects, leveraging cutting-edge techniques to extract meaningful information.

My journey in data science has equipped me with proficiency in data analysis, machine learning methodologies, and the development of end-to-end data science solutions. My ultimate goal is to utilize my expertise to address real-world challenges and positively impact society.

I am always eager to embrace new challenges and opportunities for growth in the field of machine learning. Let's connect on LinkedIn and Twitter to embark on this exciting journey together. Stay tuned to witness my latest projects, discoveries, and contributions to the world of data science!

Currently in my 4th year of college, pursuing an undergrad in CSE. šŸŽ“

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Rapidfire

  • šŸ”­ Iā€™m currently working on Image Processing using ML

  • šŸŒ± Iā€™m currently continuing to learn more about ML and AI

  • ā“ Ask me about anything related to ML and related technologies

  • āš” Fun fact: I keep night shift swithed on at all times


Languages and Tools

React Bootstrap CSS3 HTML5 JavaScript C++ C PHP MySQL Python XAMPP Arduino Node.js Linux

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Gaurav Gupta's Streak

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Gaurav Gupta's Projects

abstractive-text-summarization icon abstractive-text-summarization

Abstractive text summarization generates a shorter version of a given sentence while attempting to preserve its contextual meaning. In our approach we model the problem using an attentional encoder decoder which ensures that the decoder focuses on the appropriate input words at each step of our generation.

airplane-seating-arrangement-volopay-submission icon airplane-seating-arrangement-volopay-submission

Question: Write a program that helps seat audiences in a flight such that first allot all the aisle seats row wise then allot all window seats and in the end allot all the remaining middle seats..

bike-sharing-demand icon bike-sharing-demand

This project aims to enhance the mobility and convenience of the public through bike-sharing programs in metropolitan areas. One of the main challenges is maintaining a consistent supply of bikes for rental.

dictionary-app icon dictionary-app

Dictionary app made using Python and compressed in .exe extension

dog-breed-image-classifier icon dog-breed-image-classifier

The image classifier to recognize different breeds of dog. Dataset used contains 50 images of dogs. In Image Classifier Project Resnet18, Alexnet, VGG16 from torchvision.models pretrained models were used. It was loaded as a pre-trained network, in which input images are transformed and resized for better prediction.

flower-breed-image-classifier icon flower-breed-image-classifier

Project code for Udacity's AI Programming with Python Nanodegree program. In this project, code was developed for an image classifier built with PyTorch, then converted into command line applications: train.py, predict.py.The image classifier recognizes different species of flowers.

jumblebot icon jumblebot

Game in which user has to guess jumbled words

landmark-image-recognition-app icon landmark-image-recognition-app

The app takes image input from the user and accurately classifies the landmark in the image. It gives the top 5 possible landmark names with the probability.

spam-email-detection-using-multinomialnb icon spam-email-detection-using-multinomialnb

The app takes email input in text format from the user and accurately classifies it either as spam or ham (not spam) with an overall accuracy of 95%. You can access the app using the link below.

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