PhD Position in Machine Learning

4 days ago


Stockholm, Stockholm, Sweden KTH Royal Institute of Technology Full time
About the Job

This PhD position is available within the School of Electrical Engineering and Computer Science at the KTH Royal Institute of Technology. The research project focuses on developing new methods for verifying software systems using large language models.

Objectives:

  • To investigate the use of LLMs in software verification.
  • To develop novel techniques for optimizing LLMs in safety-critical applications.

Methodology:

  • Literature review on existing software verification methods and LLMs.
  • Experimental evaluation of proposed techniques using realistic benchmarks.

Deliverables:

  • A comprehensive literature review on software verification and LLMs.
  • A set of experimental results demonstrating the effectiveness of proposed techniques.

Timeline:

  • Initial literature review and proposal development (2 months).
  • Experimental evaluation and result analysis (6 months).

Qualifications:

  • MSc in Computer Science or related field.
  • Strong background in software engineering, formal methods, and/or machine learning.
  • Excellent programming skills in languages like Python or C++.


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