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General Information

Full Name Megha Thukral
Email mthukral3@gatech.edu
Skills Pytorch, Machine Learning, Deep Learning, Python
Languages English, Hindi

Education

  • 2023-Present
    ML PhD
    School of Interactive Computing, Georgia Institute of Technology
    • CourseWork-- Mathematical Foundations of Machine Learning, Probablistic Graphical Models, Linear Optimistation
    • GPA 3.92/4
  • 2021-2023
    MS CS
    School of Interactive Computing, Georgia Institute of Technology
    • CourseWork-- Deep Learning, Machine Learning, Ubiquitous Computing, Graduate Algorithms, Computer Vision
    • GPA 4/4

Experience

  • 2023- Present
    Graduate Research Assistant
    Georgia Institute of Technology
    • Contributing to the NSF AI Caring project, I am developing foundational AI techniques for longitudinal behavioral tracking and routine change detection in the elderly population.
  • May-Jul 2022
    Software Engineer Intern (ML)
    Bloomberg, AI Group , NY
    • Built and deployed an FAQ Retrieval Model to handle repeated queries for ML Platform’s chatbot. Used pretrained Sentence BERT model to implement Question-Query similarity algorithm.
    • Automated the train-deploy-infer ML workflow using Argo Workflows which assisted other teams to build and onboard their bots with minimal effort.
    • Tools-- PyTorch, scikit-learn, KServe, Argo, Kubernetes, KServe, CI/CD Jenkins, Python unit testing