Vatsal Mavani

Vatsal Mavani

Machine Learning Engineer (Trainee)

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location of Vatsal MavaniPlano, Texas, United States

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  • Timeline

  • About me

    Data & Cloud Engineer at CVS Health

  • Education

    • P P SAVANI UNIVERSITY

      2018 - 2022
      Bachelor's degree Information Technology
    • The University of Texas at Dallas

      2022 - 2024
      Master of Science - MS Computer Science
  • Experience

    • Tech Mahindra

      Nov 2020 - Feb 2021
      Machine Learning Engineer (Trainee)

      Project : 1. Developed Activity Recognition model using pose-estimation.2. Created Covid19 - Lung CT Lesion Segmentation model for the segmentation and quantification of lung lesions caused by SARS-CoV-2 infection from CT images. The images that were used to train the model are multi-institutional, multi-national, and originate from patients of different ages, gender, and with variable disease severity.

    • DeepLearning.AI

      Aug 2021 - Nov 2021
      Mentor
    • Tech Mahindra

      Jan 2022 - Jun 2022
      Machine Learning Engineer

      Worked on Autonomus Vehicle project:1. Build the data preprocessing pipeline for analyzing and filtering dataset for autonomous vehicles perticularly for Indian Roads.2. Developed efficient attention-based Semantic Segmentation model to guide the vehicle; classify 6 classes including drivable areas and pedestrians with 79% accuracy

    • CVS Health

      Jun 2023 - now

      - Assist with cloud-native application development, API integration, and scaling them in real-time to meet internal users and end-customer needs.- Participate in the entire software lifecycle development, testing, CI/CD, and production operations to ensure seamless delivery and operation of solutions.- Develop large-scale data structures and logical models to standardize governance practices, ensuring data integrity and security.- Collaborate closely with the Data Science team to transform data and integrate algorithms and models into automated processes, driving insights and efficiency.- Experiment with available tools or create new tools/applications to provide optimal solutions that align with business requirements and use cases. Show less

      • Cloud Engineer

        May 2024 - now
      • Data Platform and Cloud Engineer Intern

        Jun 2023 - May 2024
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Vatsal Mavani
      CommonLit Readability Prize kaggle.com Aug 2021 This competition was to build algorithms to rate the complexity of reading passages for grade 3-12 classroom use.Ranked 52th out of 3633 (Top 2%, silver medal)
    • Awarded to Vatsal Mavani
      BirdCLEF 2021 - Birdcall Identification kaggle.com Jun 2021 In this competition, one has to automate the acoustic identification of birds in soundscape recordings.Ranked 39th out of 816 (Top 5%, silver medal).
    • Awarded to Vatsal Mavani
      Cassava Leaf Disease Classification Kaggle.com Feb 2021 Ranked 363th out of 3900 (top 10%, bronze medal)