Devarshi R.

Experience

• 

  Dhirubhai Ambani Institute of Information and Communication Technology

  Apr 2019 - Jun 2019

  Research Intern

  - Responsible for classifying Twitter tweets and Instagram Post's comments into non-aggressive, sarcastic and hate speech- Built scripts to scrap data from a user's Twitter account and Instagram posts, trained a simple Logistic Regression model on HASOC dataset for hatespeech and used it to classify the scraped tweets and comments- Built a Twitter and Instagram clone using Flask framework that displays some analytics about the tweets and comments like most used words and % of each type of comments Show less

• 

  Dhirubhai Ambani Institute of Information and Communication Technology

  Jan 2020 - May 2020

  Research Intern

  - Research existing methods to classify Twitter accounts into human operated and bot operated accounts, and compare them to Neural Network based classifiers - https://gitlab.com/devarshirawal0111/twitter-bot-detection- Built a web portal to download Twitter tweets based on your search preferences in JSON format directly - https://tweetdownloader005.herokuapp.com/search- Analyzed work done in 4 research papers using 7 different datasets available from Botometer - https://botometer.osome.iu.edu/- Implemented 2 baseline and 3 Neural Networks to classify Twitter accounts into human operated accounts and bot operated accounts and achieved comparable results Show less

• 

  Appcilious Pvt. Ltd

  Aug 2020 - Sept 2020

  Machine Learning Intern

  - Responsible for building API to classify and provide useful information from reviews on Google Playstore- Built a web scraping Python script that scraped data from 35 categories of Apps and 17 categories in Games- Classified app reviews using VADER sentiment analysis tool

• 

  Voicezen India

  Jun 2021 - Sept 2021

  Developer
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  Sprinklr

  Sept 2021 - now

  • Senior Product Engineer

    Jun 2024 - now

  • Product Engineer

    Sept 2021 - Jun 2024