InterDigital
Los Altos, CA
Intern, AI/ML applied to Wireless Communications
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Job Summary
The InterDigital Lab in Silicon Valley is looking for motivated Ph.D students for internships around AI/ML applied to Wireless Communications.
The AI Lab works on novel applications of AI and ML for video and wireless applications. You will develop proof-of-concepts, prototypes and research ideas that tie machine learning and AI technologies with a broad range of signal processing and wireless technologies and will publish your work in leading conferences.
Come intern with us if you are interested in:
- Pushing state of the art in AI/ML for signal processing and wireless communication.
- Formulating and solving real-world problems using non-convex, stochastic, and combinatorial optimization.
- Research and design of ML algorithms that will be at the core of next generation (6G) wireless communication systems.
Problems areas that we are actively exploring:
- Physics informed deep learning for channel modelling and estimation.
- Hardware and energy efficient architectures for real time inference.
- Cross model alignment across independently designed and trained models.
- Efficient information exchange and model training in dynamic wireless systems.
Qualifications:
- Ph.D. student in EE, Computer Science, Statistics, or relevant discipline.
- Publications or research and development experience in one or more of the following areas: machine learning, deep learning, data mining, optimization.
- Background in wireless communication and/or signal processing is a plus, but not necessary.
- Hands on experience with ML frameworks such as Pytorch, Tensorflow.