Dhruval Shah

Summer Research Intern

California State University-San Marcos•  May 2020 - August 2020

Performed Twitter-based sentiment analysis to determine the winner in the 2020 US elections. • Used GOT3 API to fetch the old tweets and did sentiment analysis by training a model using Long-short term Memory (LSTM). The trained model predicts sentiment with 93.48% accuracy.

Software Engineer

MLveda•  May 2018 - May 2019

• Developed Machine Learning application to recommend food items using available ingredients. • Performed multi-variate linear regression and K-Means clustering to recommend food items made from the list of available ingredients. • Recommend similar food items based on the food searched by the user by comparing the ingredients in other food items. • Developed website using Spring Framework and Hibernate in Java which enables Alexa to automatically generate a form based on user inputs. • Created AWS Lambda function for sending the user input to the web application. • Deployed website on AWS EC2 and stored forms returned by a web application in AWS S3.

Software Engineer

softvan•  December 2017 - March 2018

• Developed an e-commerce website for the apparels using SpringBoot Framework in Java. • Created APIs for fetching the apparels based on the user request, integrated payment gateways seamlessly, integrated Login APIs of Facebook and Google and integrated the Twilio API for sending One Time Password(OTP) to the mobile phone. • Developed user interface using ReactJS and handled cross-browser compatibility issues using ReactJS.