Internship - Embedded AI Application Engineering

Beschreibung:

This internship focuses on building and deploying AI/ML solutions for embedded and edge devices. The role involves sensor data processing, model development, optimization, and deployment on microcontrollers.

Your Role

Key responsibilities in your new role

* Data Management: Work with sensor data collection and preprocessing
* Model Development: Build and train AI/ML models
* Model Optimization: Optimize models for embedded deployment
* Deployment & Testing: Test and deploy solutions on microcontrollersInternship learning outcomes:

* End-to-End AI/ML Experience: Gain hands-on experience in the end-to-end AI/ML lifecycle, from data acquisition to model deployment on edge devices
* Model Efficiency: Develop skills in model quantization, compression, and optimization for resource-constrained microcontrollers
* Research Application: Learn to implement and evaluate state-of-the-art AI techniques based on current research literature
* Embedded AI Debugging: Acquire practical expertise in debugging, testing, and tuning embedded AI systems for real-world applications

Your Profile

Qualifications and skills to help you succeed

* AI/ML Foundations: Basic knowledge of AI/ML concepts and data preprocessing techniques
* Technical Proficiency: Familiarity with Python and machine learning frameworks such as TensorFlow or PyTorch
* Embedded Systems Knowledge: Understanding of embedded systems or microcontrollers
* Analytical Skills: Strong analytical and problem-solving skills
* Industry Interest: Interest in edge AI, embedded applications, and emerging technologies
* Self-Learning Ability: Ability to learn independently and work with technical documentation or research papers

Contact:
Hillary Woo

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