Canopy

👥 101-250💰 $35,000,000 Series C 10 months agoAccountingCRMBillingPaymentsDocument ManagementProject ManagementSoftware💼 Private Company
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Canopy is a startup committed to combating vehicle theft using patented AI technology and expert monitoring. With a mission to alert vehicle owners to potential threats before they occur, Canopy aims to revolutionize security technology in the automotive industry.

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📍 Detroit, Michigan, United States

💸 77900 - 109000 USD per year

🔍 Vehicle security

  • 3+ years’ experience applying machine learning or statistical techniques in real-world scenarios, preferably in computer vision or audio domains.
  • Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field.
  • Strong experience using Python and data/machine learning libraries like Keras/TensorFlow or PyTorch, numpy, scipy, Pandas.
  • Proficient in C++ and optimizing machine learning applications on edge hardware.
  • Command line proficiency, ideally in a Unix-based environment.
  • Basic knowledge of signal processing techniques.
  • Preferred: experience deploying models to edge hardware and familiarity with PyTorch, ONNX, model compression.
  • Use machine learning techniques to train, debug, and evaluate models for customer deliveries ranging from quick prototypes to full production-level models.
  • Perform exploratory data analysis on large sensory datasets (image, audio, radar) to better understand the problem domain.
  • Define and improve best practices of machine learning systems development, testing, and evaluation.
  • Collaborate with data collection teams, Data and MLOps engineers, and Quality Assurance to enhance the quality of datasets and pipelines.
  • Work with product managers to help integrate machine learning solutions and deliver the desired user experience.

PythonData AnalysisKerasMachine LearningNumpyPyTorchC++Data sciencePandasTensorflow

Posted 5 months ago
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