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Intern Engineer - AI Transformer Model for RF Design

Huawei CanadaOttawa, Ontario, Canada
On-site Internship

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Experience Level

Entry Level

Qualifications

Ideal Candidate Profile:PhD candidate in Computer Science, Electrical and Computer Engineering, or a related discipline. Hands-on experience in training and fine-tuning large language models such as Llama and GPT. Strong proficiency in Python, along with experience in PyTorch and TensorFlow. Familiarity with the Hugging Face ecosystem and parameter-efficient fine-tuning techniques like LoRA.

About the job

Join Huawei Canada as an Intern Engineer specializing in AI Transformer Models for RF Design!

About Our Team:

Become a part of the Advanced Wireless Technology Wireless Lab, a hub of innovation in Ottawa, Canada. Our team is composed of experienced graduate computer engineers and computer scientists, fostering a collaborative environment that thrives on diverse perspectives and a shared passion for developing cutting-edge wireless solutions.

Your Role:

  • Refine and adapt large language models (LLMs) for reasoning about engineering trade-offs in RF system architecture and design, including digital and hybrid beamforming and RF transceiver line-ups.

  • Develop and manage structured datasets for training by integrating synthetic data with expert insights.

  • Execute model training, focusing on the model's capacity to deliver logical, step-by-step reasoning and sound architectural recommendations.

  • Assist in creating an interactive interface for human-in-the-loop prompting and refinement.

About Huawei Canada

Huawei Canada is at the forefront of technological innovation, developing advanced wireless solutions that shape the future of connectivity. Our team in Ottawa is dedicated to pushing the boundaries of technology through collaborative efforts and cutting-edge research.

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