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@Team2489 @Slugbotics @autoslug @cruz-control

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dakshshah03/README.md

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Hi there! I like making the machine learn. Also photography! (check it out here) I'm interested in ML/CV, Computer Graphics, distributed/operating systems, and software development

  • Computer Science & Mathematics Theory & Computation @ UC Santa Cruz
  • Instructional staff for CSE 160: Computer Graphics
  • Currently building SLT, a gesture recognizer for ASL Sign Language Translation using 🔥Pytorch, 😄Huggingface Transformers, âš¡Pytorch Lightning, Kubeflow, MLflow, and ONNX.

Tools/Skills

Languages

Frameworks/Libraries

Dev Tools/Other

I work with computer vision/graphics applied to AR/VR, medical imaging, autonomous vehicles, robotics, and accessibility.
A lot of my current work involved 3D Reconstruction with Gaussian Splatting.

More Details ## Research My current research is in: - Medical Imaging and 3D Reconstruction - Virtual/Augmented Reality

My prior research was in:

  • Molecular Dynamics
  • Robotics with Autonomous Vehicle Scene Analysis and Decision-making
  • ASL Gesture Recognition
Prior Coursework Here's some of the courses I've taken while at UCSC.

Personal Favorites:

  • CSE 160/L: Introduction to Computer Graphics
  • CSE 138: Distributed Systems
  • CSE 240: Artificial Intelligence
  • CSE 242: Machine Learning
  • CSE 244c: Advanced Computer Vision
  • CSE 290c: Advanced Topics in Machine Learning (NeuroSymbolic AI)
  • CSE 290c: Advanced Topics in Machine Learning (Differentiable Programming)
  • MATH 105a: Real Analysis I
  • MATH 117: Advanced Linear Algebra

Pinned Loading

  1. QuickNotes QuickNotes Public

    TypeScript 1

  2. SLT SLT Public

    a deployable ASL SLT model and framework based on VideoMAE

    Python 1

  3. VSR-CSE244c VSR-CSE244c Public

    Video Super Resolution Benchmark

    Python 2

  4. Seanathan10/SCAI Seanathan10/SCAI Public

    Python 1

  5. cruz-control/waymo-challenge-2024 cruz-control/waymo-challenge-2024 Public

    Shell 1 1

  6. UCSC-CSE-160/docs UCSC-CSE-160/docs Public

    Official wiki for UCSC's CSE-160, taught by Prof. James Davis

    HTML 1