Hey, I'm Disha Aravind
I’m currently a MSCS student at Georgia Tech, specializing in Social Computing.
My interest is in looking for empirical ways to study and define social phenomena, especially using social media.
I do research at the Technologies and International Development Lab where I work on Community-Based COVID-19 Social Media Monitoring.
Check out my projects My Resume
My Background
  • May 23 - Present
    Research Assistant @ Technologies and International Development Lab
    Working on Social Media Analysis for COVID-19 Testing in Atlanta. Experimented with multiple models like LDA, HDP, BERT with different clustering methods. Currently working on a BERTopic + Chat GPT model.
    Created infrastructure to extract large number of Facebook, Instagram and Twitter posts automatically. Currently working on analysing reasons for COVID testing hesitance. Using COM-B framework to analyze social media data.
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  • Jan 23 - May 23
    Graduate Teaching Assistant @ Georgia Tech
  • Apr 22 - Aug 22
    Software Engineer @ Microsoft Edge, Web-Assist Team
    Shipped feature Autofill from Outlook which allows users to complete Web-Checkin in a single click and automatically extracts flight details from Outook. Added Digital Signature to Microsoft Edge's PDF interface.
    Member of the Performance team and Telemetry team. Onboarded performace tests for many Edge teams and added novel telemetry to estimate feature precision. Used performace tests to reduce memory footprint by 24%
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  • Jul 20 - Apr 22
    Software Engineer @ Microsoft Edge, Autofill Team
    Developed features like Custom Data Autofill, Date of Birth field, Data-list view. Conducted A/B tests to verify increased user adoption. Shipped Autofill for Linux.
    Was a member of the Accessibility Team. Reviewed many features to ensure compliance. Solved long-time accessibility bugs and introduced new narrator interface for Edge-specific pop-ups.
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  • Jun 19 - Jun 20
    Software Intern @ Microsoft Edge, Educational Team
    Created an Assignment Helper for students using a Flask server with a ML model trained to pick up sub-topics from Bing using NLP.

    Developed an caption generator that provides closed captions for any video played in Edge using Azure Cognitive Services. Worked on Chrome audio buffer to reduce video lag.
  • Jun 18 - Jul 18
    Software Development Intern @ Renalyx Health Systems
    Created Pump calibration modules for Dialysis Machine. Used a JTAG interface to debug the module.
My Work
Autofill Custom Info
Autofill Custom Info is a Microsoft Edge feature that allows users to define and fill their own information. It is available in edge://settings
Date of Birth Field
This feature is a part of Edge Autofill's Basic Informtion section and allows users to save, extract and fill their date of birth in forms.
CAA Twitter Analysis
Analyzed Tweets about the Citizenship Amendment Act to find metrics to define propaganda.

My Projects
Social Media Analysis
Data Extraction and Analysis to try and understand reasons for COVID testing hesitance in underserved communities.
Activism and Identity
Conducted interviews and surveys to understand how identity affects participation and experience in Activists.
Online Community Study
We interviewed users and studied BharatMatrimony and other indian matrimonial sites to understand how high-trust connections are formed on the internet.
Dayjour
Developed and iterated on a planner app for college students. Redesigned multiple features based on user interviews and worked on wearable planning products.
Classical Dance Generator
Trained a model to learn bharatnatyam steps from youtube videos and generate new steps.
Python Educational Tool
Created a tool that uses embodied learning to teach users Python and basic programming paradigms. Conducted user studies to improve the same.
Work in Progress
Poetic Style Identifier
Used open source data to create a model capable to identifying an author's style using their vocabulary, rhyme scheme and other features.
Work in Progress