Machine Learning Engineer Intern - Scenario Generation
Tasks
- Collaborate with ML researchers and simulation engineers
- Connect simulator to data pipeline
- Develop metrics for physical realism and diversity
- Evaluate simulation tools for fidelity and efficiency
- Fine tune generative model using real world logs
- Ingest and process driving logs
- Ingest map data and output structured scenarios
- Prototype generative driving scenario simulator
- Stress test onboard modules using rare events
- Translate scenarios into simulation engine formats
- Validate kinematic feasibility of generated scenarios
Perks/Benefits
Skills/Tech-stack
Autonomous Driving | Autonomous driving datasets | Data Preprocessing | Dataset Processing | Deep learning | Diffusion Models | Experiment tracking | Generative Adversarial Network | Generative Models | PyTorch | Python | Scenario-based testing | Variational Autoencoder
Education
N/A
Regions
Countries
States
Cities
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