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Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

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lukaskurz/README.md

Lukas Kurz

MSc Artificial Intelligence at JKU Linz — coursework complete, thesis in progress. Founder and sole engineer of Vinitor. Linz, Austria.

Thesis — fusiontimeseries: can pre-trained time-series foundation models predict turbulent heat flux in tokamak plasma? I work on the few-shot in-context learning half, evaluated against the GyroSwin-1B 5D neural surrogate (Paischer et al., 2025). Joint project with @sbergsmann, who covers zero-shot and finetuning.

Other things I built recently

  • brainchair — MCP server in Go that gives Claude Code, Claude Desktop and other clients one shared SQLite memory. Full-text search, entry types registered at runtime, version history. In daily use.
  • flashbang — turns lecture PDFs into Anki decks, via the Claude API or a local Ollama model.
  • active-recall-tutor.md — the skill files I used to study for my last exams.
  • Apollonia — on-device handwriting recognition for ~50,000 scanned dental examination records. Custom CNN, ONNX INT8 for CPU inference, 96.9% per-cell accuracy. Client work, not public.

Mostly Python/PyTorch, Kotlin, Go, TypeScript, Dart. Spring Boot, PostgreSQL/PostGIS, Flutter, Angular. Linux, Docker, GitLab CI.

me@lukaskurz.com

Pinned Loading

  1. fusiontimeseries fusiontimeseries Public

    Time series prediction of heat flux time traces in Tokamak reactors.

    Python

  2. brainchair brainchair Public

    An MCP for shared memory across LLM applications, projects and conversations.

    Go 3

  3. flashbang flashbang Public

    Generate Anki flashcards from lecture PDFs, using the Claude API or a local Ollama model.

    Python

  4. rebyre rebyre Public

    Tool to do a refutation by resolution on a proposition in CNF

    Go 5

  5. active-recall-tutor.md active-recall-tutor.md Public

    A set of LLM Skill.md files meant to help you study better and more efficient.

    Shell