Nivedha Sreenivasan

Experience

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  ACM UTD

  Sept 2022 - Dec 2022

  Projects Participant

  - Selected from a pool of nearly 500 applicants to work alongside 3 undergraduate students over 10 weeks in a highly collaborative environment to present and create an application- Designed and developed adMYre : an application that helps users combat impostor syndrome through support group chats, mood diaries, accomplishment reminders, and unique and randomized affirmations- Implemented accomplishment notifications and affirmation generator using React-Native- The application was created using Firebase, JavaScript, Figma, Git, and React Native Show less

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  ACM UTD

  Feb 2023 - May 2024

  - Conceptualized a comprehensive outline for a project that utilizes late fusion techniques and advanced audio, visual, and textual analysis to train a Tensorflow-based machine-learning model in identifying deception during legal proceedings across diverse linguistic and courtroom settings. - Constructed a diverse dataset of over 100 trial videos and annotations. - Achieved an accuracy of 78% for the English dataset.- Presented findings at the Academy of Criminal Justice Sciences Conference.- Awarded first place at the Undergraduate Research Scholar Awards Poster Contest. Show less - Led a research project to enhance forensic investigations by detecting and classifying bloodstains into two main categories: passive and transfer.- Meticulously labeled a dataset of over 300 diverse bloodstain images across different surfaces.- Leveraged YOLOv7, an open-source algorithm, for real-time object detection in forensic analysis.- Employed data augmentation techniques, including rotations and flips, to enhance the model's accuracy.- Achieved a precision score of 81.33%, a recall score of 64.09%, and a MAP score of 70.27% at an IOU of 0.50.- Presented findings at the Academy of Criminal Justice Sciences Conference. Show less

  • Research Lead II

    Dec 2023 - May 2024

  • Research Lead I

    May 2023 - Dec 2023

  • Undergraduate Researcher

    Feb 2023 - May 2023
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  WEHack UTD

  Jun 2024 - now

  Logistics Coordinator
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  The University of Texas at Dallas

  Aug 2024 - now

  Undergraduate Research Assistant