About me
Since July 2024, I am pursuing a Ph.D. at the Secure, Reliable, and Intelligent Systems Lab at ETH Zürich, advised by Prof. Martin Vechev. My research focuses on enhancing the reliability and security of Large Language Models, with an emphasis on ensuring the faithfulness and correctness of generated text and code. Previously, I worked on the formal verification of data structures and algorithms and co-founded a start-up specializing in Smart Contracts.
If you are interested in conducting a research project, BSc Thesis or MSc Thesis at SRI, I am looking for motivated students with a strong background in programming languages and formal methods. Feel free to contact me about this via e-mail. I am open to new project ideas. Some suggestions around formal methods for Large Language Models include:
- Extending Type-Constrained Code Generation (Go, Java, etc.)
- Improving the efficiency of Constrained Decoding for Diffusion LLMs
Publications
2025
Spotlight
2024
Work experience
- ETH Zurich, January - June 2024 Research Associate at SRI Lab
- OpenSwap Technologies AG, 2021 - 2023 Co-Founder and CTO
Education
- ETH Zurich, October 2021 - December 2023 M.Sc. Computer Science
- National University of Singapore, August 2019 - January 2020 Exchange Student at School of Computing
- TU Munich, October 2017 - March 2021 B.Sc. Computer Science
Awards
- ICTAC 2021, Best Paper Award for "A Verified Imperative Implementation of B+-Trees in Isabelle"
- BWINF 2016, Second place at German national informatics contest