Vatsal Mavani

Experience

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  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.

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  DeepLearning.AI

  Aug 2021 - Nov 2021

  Mentor
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  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

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  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