2027 Summer Intern, Perception - Evaluation
Core
Improve signal quality in large-scale perception evaluation workflows using generative AI (LLMs, VLMs) and design frameworks for evaluating multitask perception models.
Role type
Summer Intern, Perception Evaluation
Builds
Discovery evaluation systems and frameworks for multitask perception model launch evaluation
Domain
Autonomous driving / Perception AI
Deliverable
production ML models
Required skills
Python, C++, machine learning model evaluation, data analysis, statistical evaluation
Preferred skills
multi-year C++ experience, perception models (object generation, semantic tasks), AI-powered data analysis workflows, ML evaluation methodologies, large-scale data pipeline construction
Technologies
LLMs, VLMs, Python, C++
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