Informatics Systems Section

Research interests

My research interests include:

  • using AI for natural language formalization
  • completeness of formal theories
  • formal verification of code without annotations
  • seamless secure software development lifecycle
  • seamless computing on accelerator-rich architectures

Hobby

Reading, cooking healthy food, cross-country skiing, jogging

Research projects

The following projects are available for student theses with my supervision:

  • Low-energy similarity search on edge devices
  • RAG for natural language formalization and verification
  • RAG for requirements engineering
  • Detection of insecure code patterns based on open source security patches for known vulnerabilities
  • Methodology and tools for formal verification of code without annotations

If you are interested in any of these topics --- get in touch, and we will extract a sub-topic based on your level of studies (i.e. BS, MS, or Ph.D.).

Research output

  1. Fast Adaptive Approximate Nearest Neighbor Search with Cluster-Shaped Indices

    Research output: Contribution to journalArticlepeer-review

  2. Natural Language Processing with Machine Learning for Security Requirements Analysis: Practical Approaches

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  3. Object-Oriented Requirements: a Unified Framework for Specifications, Scenarios and Tests.

    Research output: Contribution to journalArticlepeer-review

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