Machine Learning Researcher
Tasks
- Conduct imaging and video processing research
- Create data preprocessing and augmentation pipelines
- Deploy machine learning models in production environments
- Design end-to-end machine learning pipelines
- Implement MLOps for model versioning and monitoring
- Implement machine learning proof of concepts in Python and C plus plus
- Optimize models for edge deployment
- Optimize real time performance on mobile and embedded platforms
- Validate novel algorithms through experimentation
Perks/Benefits
Skills/Tech-stack
AWS | Azure | C plus plus | CI/CD | CUDA | Computer Vision | Continuous integration | Data Augmentation | Docker | Edge Deployment | Embedded Machine Learning | GCP | GPU Optimization | Image Processing | Kubernetes | MLOps | Machine Learning | Model Monitoring | Model Optimization | Model versioning | Pose Estimation | Pruning | PyTorch | Python | Quantization | Real Time | Real-time Systems | Sensor fusion | TensorFlow | TensorFlow Lite | Time Systems | Video Processing
Education
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