Key Responsibilities
- Develop and optimize computer vision models for real-time inference using PyTorch and TensorRT
- Design and implement algorithms for object detection, segmentation, and tracking
- Collaborate with cross-functional teams to integrate vision models into production systems
- Profile and optimize model performance for latency and accuracy trade-offs
- Write clean, maintainable, and well-documented code
- Stay updated with the latest advancements in computer vision and deep learning
Requirements
- 3+ years of experience in computer vision or related fields
- Proficiency in PyTorch and TensorRT for model development and deployment
- Strong programming skills in Python and C++
- Experience with deep learning frameworks and optimization techniques
- Familiarity with image processing, feature extraction, and neural network architectures