AI Technology Student Assignment: Production Deployment of Neural Network Architecture at Signify
Eindhoven - HTC 48, Netherlands
EUR 72K-96K (estimate) Senior-level Full Time
Tasks
- Assess latency cost scalability maintainability tradeoffs
- Bring model online and validate functionality
- Collect and preprocess datasets
- Define training data collection configurations
- Evaluate cloud inferencing options
- Evaluate dedicated AI chipset options
- Evaluate edge device inferencing options
- Improve model robustness for varying office conditions
- Propose production deployment strategies for hosting model
- Report quality metrics
- Retrain model for generalization
- Review existing neural network architecture
- Validate model performance on unseen setups
Perks/Benefits
Skills/Tech-stack
Cloud Computing | Computer Vision | Data Preprocessing | Data Processing | Deployment | Edge Computing | Machine Learning | Model Validation | Model retraining | Neural Networks | Sensor Data Processing | Sensor data | TensorFlow
Education
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
Regions
Countries
States
Cities
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