Yum! Brands | Hiring | AI and Machine Learning Intern | Plano, TX | BigDataKB.com | 2022-09-27

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Job Location: Plano, TX

Qualifications

  • Strong experience in writing production-level Python and follow software engineering best practices.
  • Solid mathematical fundamentals including linear algebra, vector calculus, probability theory, and numeric optimization.
  • Detailed understanding of how deep learning works including layers, loss functions, optimization, etc.
  • Knowledge of camera fundamentals – Optics, ISP, and image formats.
  • Knowledge of camera calibration algorithms and process automation.
  • Familiarity with basic computer vision concepts such as intrinsic and extrinsic calibrations, homogeneous coordinates, projection matrices, and epipolar geometry.
  • Hands-on experience with PyTorch.
  • Familiarity with model quantization and pruning techniques.
  • Experience working with ARM64 architecture and devices such as NVIDIA Jetson, Intel NUC.

Education

  • M.S. degree in Computer Science (Machine Learning/Computer Vision)

Preferred

  • Prior experience in building object detection models (Stage 1 & Stage 2 Detectors), and tracking algorithms (Kalman filtering, Hungarian algorithm).
  • Feature Extraction Algorithms: SIFT, SURF, ORB.
  • Ph.D. in Computer Vision.

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