Terminal Device AI Optimizer

6 days ago


Helsinki, Uusimaa, Finland Huawei Full time

The role of the Ai Model Performance Engineer is to optimize AI models for secure enclaves. This includes optimizing the performance of model usage by improving timing and memory use without losing too much accuracy, precision, or recall of the model. Additionally, the engineer will implement novel use cases, such as file encryption mechanisms, where file encryption/decryption keys are available only when the device state has the desired classification (determined by the agent).

In terms of required skills and qualifications, the ideal candidate will have experience in optimizing AI models, knowledge of some isolation technologies such as Arm Trustzone, Intel SGX/TDX, etc., an understanding of the security threats of AI models, experience in analyzing and visualizing datasets, and experience in C/C++ or Rust programming languages.

The person we are looking for should be able to help in the following tasks:

  • Provide clear guidelines for optimizing GPT models running in Secure Enclaves.
  • Prototype selected use cases (such as device state classifier).
  • Demonstrate the prevention of malicious actions made by the local AI Agent (such as multi-modal AppAgent).


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