
Over a two-month period, contributed to the ls1intum/edutelligence repository by developing and integrating advanced language model features and automated feedback systems. Built an LM Studio model loader with structured output and function-calling support, updating the backend to handle LM Studio-specific responses and ensuring seamless integration within the Athena framework. Improved build reliability by updating protobuf-dev in the Dockerfile, maintaining compatibility with evolving dependencies. Additionally, implemented a Programming Quality Assessment Module leveraging large language models to automate feedback for programming submissions. The work utilized Python, Docker, and async programming, enhancing the flexibility, maintainability, and scalability of backend AI-driven workflows.
March 2026 (ls1intum/edutelligence) — Focused on delivering scalable programming quality feedback capabilities. Implemented a new Programming Quality Assessment Module leveraging large language models to automatically generate feedback for programming submissions. This work lays the groundwork for broader quality assessment tooling and dashboards, enabling faster, more consistent guidance for learners. No major bugs fixed this month; emphasis was on feature delivery, code quality, and documentation.
March 2026 (ls1intum/edutelligence) — Focused on delivering scalable programming quality feedback capabilities. Implemented a new Programming Quality Assessment Module leveraging large language models to automatically generate feedback for programming submissions. This work lays the groundwork for broader quality assessment tooling and dashboards, enabling faster, more consistent guidance for learners. No major bugs fixed this month; emphasis was on feature delivery, code quality, and documentation.
January 2026 highlights for ls1intum/edutelligence: Delivered LM Studio integration (loader, structured outputs, and function-calling) and stabilized builds by updating protobuf-dev in Dockerfile to ensure compatibility with latest libraries.
January 2026 highlights for ls1intum/edutelligence: Delivered LM Studio integration (loader, structured outputs, and function-calling) and stabilized builds by updating protobuf-dev in Dockerfile to ensure compatibility with latest libraries.

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