Unnati Babruwad

Experience

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  Elegocart Technology Private Limited

  Jul 2018 - Oct 2018

  Project Intern

  • Developed a highly customizable Android application for a hospital, utilizing the capabilities of AWS Cloud Storage, to optimize and streamline the management of patient records.• Designed a robust Android application for a local water plant, facilitating secure authentication of NFC Cards for water dispensing, while prioritizing user convenience and enforcing controlled access measures• Conducted training sessions for university faculty on utilizing AWS Cloud Services

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  Mercedes-Benz Research and Development India

  Jan 2020 - Jun 2020

  Student Intern

  • Created a real-time Traffic Sign Detection and Recognition Module by employing Faster RCNN and YoloV3 algorithms with 85% accuracy to detect and classify traffic signs into distinct categories• Trained Traffic Sign Recognition (TSR CNN) using VGGNet on a dataset comprising 43 classes, achieving a training accuracy of 99.84%• Generated synthetic data for model training by combining images from the COCO dataset with template images from German Traffic Database (GTSDB) to generate additional 10k+ images for training• Performed data preprocessing on Mapillary Traffic image dataset containing over 100,000 high-resolution images having 300+ variations of traffic signs Show less

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  Mercedes-Benz Research and Development India

  Aug 2020 - Jul 2022

  Software Engineer

  • Developed a real-time monitoring framework with Grafana, Prometheus, and AppDynamics for (CI/CD) and Collaboration applications• Identified key metrics and constructed drill-down dashboards for enhanced visualization and detailed data analysis• Automated extraction of Jenkins logs data using Groovy scripts and Python, refined and transformed data into necessary format for dashboard integration• Upgraded machine and app agents across 40 servers proactively to address Apache log4j vulnerability• Developed and implemented custom metrics for various applications in AppDynamics, effectively monitoring their performance and visualizing data on the AppDynamics dashboard Show less

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  University of Southern California

  Mar 2023 - now

  Graduate Student Assistant

  • Responded to office emails and student inquiries of prospective and current students , maintained admissions files and tracked student databases.• Created Excel spreadsheets for admissions, digital marketing and correspondence for the program office.• Assisted with Event planning by creating flyers, updating websites, and working with other university departments.• Generated quantitative reports on the sources of the leads and provided the office with weekly reports on the progress of the applicants. Show less

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  Rhoman Aerospace

  May 2023 - Jul 2023

  Machine Learning Intern