whoami
German Magai
about
PhD in CS (AI), work as an LLM Applied Scientist at Noeon Research in Tokyo, Japan, with 8 years of experience in research and industrial projects.
My research focuses on the development and evaluation of agentic systems for programming, mathematical reasoning and planning.
Previously, I worked on topological and geometrical methods for analyzing the internal representations of neural networks and for improving the models themselves.
research interests
- agentsMulti-agent systems and LLM reasoning
- ai4codeAgentic workflows for development and constraint programming
- ai4mathAgents for conjecture discovery and mathematical reasoning
- reasoningExecution-Grounded Neural Reasoning (LLM + CAS/SMT solvers)
- geometryTopological and geometric methods in deep learning
links
- primary contactgerman@germanmag.ai