2026
Agent4CS: A Multi-Agent System for Code Summarization in Large Hierarchical Codebases
23rd European Conference on Multi-Agent Systems (EUMAS) · arXiv:2607.01425
I am a Ph.D. researcher affiliated with Siemens AG and the Technical University of Munich.
My work explores how LLMs, intelligent agents can support complex software development.
The research focus is moving beyond single language models to self-evolving agents for industrial software.
News
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Our paper Agent4CS: A Multi-Agent System for Code Summarization in Large Hierarchical Codebases was accepted to EUMAS 2026.
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Our survey paper LLM-Based Agentic Systems for Software Engineering was accepted to SE 2026 GenSE Workshops.
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Our paper The Few-shot Dilemma: Over-prompting Large Language Models was accepted to FLLM 2025.
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Our paper FsPONER: Few-Shot Prompt Optimization for Named Entity Recognition in Domain-Specific Scenarios was accepted to ECAI 2024.
Publications
2026
LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities
Software Engineering 2026 GenSE Workshops · DOI: 10.18420/se2026-ws_15
2025
The Few-shot Dilemma: Over-prompting Large Language Models
3rd International Conference on Foundation and Large Language Models (FLLM) · pp. 134–141
2025
The Future of Generative AI in Software Engineering: A Vision from Industry and Academia in the European GENIUS Project
2nd IEEE/ACM International Conference on AI-Powered Software (AIware) · pp. 170–181
2025
Bridging the Prototype-Production Gap: A Multi-Agent System for Notebooks Transformation
40th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)
2024
FsPONER: Few-Shot Prompt Optimization for Named Entity Recognition in Domain-Specific Scenarios
27th European Conference on Artificial Intelligence (ECAI) · pp. 3757–3764
2023
Experience
Professional Experience
Aug 2024 – Present
Doctoral Researcher
Siemens AG · Full-time · Munich, Germany · Architecting multi-agent frameworks across end-to-end software development and designing self-evolving agents for industrial software applications.
Sep 2023 – Mar 2024
Researcher
Siemens AG · Full-time · Munich, Germany · Named entity recognition using foundation large language models for industrial domains.
Aug 2023 – Jan 2024
IT Consulting New Associate
Accenture · Part-time · Munich, Germany · Engineering and management consulting.
Mar 2023 – Sep 2023
Machine Learning Research Intern
Siemens AG · Part-time · Munich, Germany · Data Analytics & AI research group.
Apr 2021 – Oct 2021
Intern
BMW Group · Full-time · Munich, Germany · Quality management of vehicle electronics.
Jul 2018 – Sep 2018
Intern
Kostal Auto Electric Co., Ltd. · Full-time · Shanghai, China · Process engineering, production, and testing.
Education
Aug 2024 – Aug 2028 (expected)
Ph.D. in Intelligent Agentic Systems for Software Engineering
Technical University of Munich
Oct 2021 – Mar 2024
Master's Degree in Robotics, Cognition and Intelligence
Technical University of Munich
Oct 2018 – Sep 2021
Bachelor's Degree in Mechanical Engineering
Technical University of Munich
Tongji University
Honors & Awards
Deutschlandstipendium / Germany's National Scholarship 2023/24
Issued by Technical University of Munich for excellent academic performance.
Deutschlandstipendium / Germany's National Scholarship 2019/20
Issued by Technical University of Munich for excellent academic performance.