Bachelor Thesis - Artificial Intelligence in Microcontroller

Infineon Technologies Austria AG
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KI-Zusammenfassung

In dieser Bachelorarbeit werden Sie an der Entwicklung von Systemarchitekturen und Datenpipelines für künstliche Intelligenz in Mikrocontrollern arbeiten. Sie werden Algorithmen entwickeln und optimieren sowie die Integration von Echtzeitsystemen implementieren. Diese Arbeit erfordert eine enge Zusammenarbeit mit einer Universität.

Bachelor Thesis - Artificial Intelligence in Microcontroller (f/m/div)

Location: Villach (Austria)

Duration of Employment: Temporary / Part-time (flexible working hours from Monday to Friday between 6 a.m. and 7 p.m.)

Duration: min. 6 months

Your Role

  • System Architecture: Define end-to-end system architecture and requirements
  • Data Pipeline Development: Build data pipelines and simulation/benchmark frameworks with suitable metrics
  • Algorithm Development: Develop and train algorithms for event/data-efficient inference
  • Model Optimization: Map and optimize models for edge hardware through techniques like quantization and pruning
  • Real-time Integration: Implement real-time integration of sensing, compute, and comms with robustness features
  • Validation and Benchmarking: Validate prototypes and run power, latency, and accuracy benchmarking across scenarios

This thesis has to be written in cooperation with a university.

Your Profile

  • Education: Pursuing a Bachelor's degree (at least in the 5th semester) in a relevant technical field such as Electrical Engineering, Physics, Information Technology, or similar field
  • Language Skills: Fluency in English, with German as a plus
  • Problem-Solving: Ability to recognize problems, evaluate options and take action
  • Teamwork: Ability to work effectively in a multidisciplinary team environment, collaborating with others to achieve common goals

Application Documents

Please attach the following documents (German or English) to your application:

  • CV
  • Certificate of matriculation at a university
  • Latest Transcript of records (not older than 6 months)
  • Highest completed educational certificate (Matura certificate for Bachelor students)
  • Reference letter (optional)
  • Motivation letter (optional)

Contact: Simona Tafuri

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