Edge Computing AI Engineer
Tasks
- Apply hardware aware optimization
- Compress models using compression techniques
- Deploy machine learning models to production
- Design edge machine learning models
- Implement on device privacy and security considerations
- Optimize models for resource-constrained devices
- Profile and optimize inference performance
- Prune models to reduce model size
- Quantize models for efficient inference
Perks/Benefits
Skills/Tech-stack
C++ | Edge inference | Embedded Systems | Federated Learning | Machine Learning | Mobile computing | Model Compression | Performance Engineering | Profiling | Pruning | Python | Quantization | Security
Education
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