Research Scientist in Computer Vision

3 days ago


Toronto, Ontario, Canada Lightci Full time
Revolutionizing Foot Care with AI

At Lightci, we're at the forefront of innovation, working with cutting-edge technology to improve the quality of life for our users. As our client's search partner, we facilitate the initial stages of the selection process, ensuring seamless collaboration and mutual success.

Key Responsibilities:
  • Develop and implement state-of-the-art computer vision models and algorithms.
  • Lead and contribute to the development of novel deep learning models and techniques, focusing on LLMs and Computer Vision.
  • Utilize deep learning frameworks like TensorFlow or PyTorch for model development and training.
  • Leverage cloud platforms like AWS or Azure for model deployment and scalability.
  • Deliver high-performance deep learning models for shape completion, vision-language tasks, and pose alignment, with thorough documentation and implementation plans.
  • Develop and validate new deep learning algorithms and architectures tailored to the specific needs of foot and MSK health, demonstrating measurable improvements in performance.
  • Contribute to the development of tools and processes for efficient model training and evaluation.
Requirements:
  • D. or Master's degree in Computer Science, Machine Learning, or a related field with a focus on deep learning or AI.
  • Deep expertise in Computer Vision and Deep Learning.
  • Proficiency in programming languages, tools for data manipulation and visualization, and familiarity with Large Language Models (LLMs).
  • Extensive experience with advanced computer vision techniques, including 3D reconstruction, shape completion, and object detection and segmentation.
  • Knowledge of TensorRT for model optimization and deployment.


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