Martin Kuric markur4

Hi there 👋

I'm Martin – Software Developer & Doctor of Natural Sciences

(he/him)

LLMs – Agents, local inference with open-weight models.
RAG – Graph-based retrieval and hybrid search – lightrag rdflib
Diffusion Models – AI-Art, Synthography, local LoRA training.
Data Science & Engineering – Big data, analysis, automation, reproduciblity, etc.
Validation – Human-in-the-loop workflows and explicit quality control.
Biomedicine – Cell biology, cancer research, stem cells.

Platforms: Linux, Windows/WSL, and macOS.

Python – PEP 621, uv.
Dev Tooling – codex, CLI tools (just, direnv).
CI/CD – GitHub Actions, deploy on PyPI & Hugging Face.
Interfaces – Web GUIs gradio – native GUIs toga – CLIs typer – TUIs textual – notebooks jupyter.

apprc – Python framework for managing app configs – typed-settings typer textual toga
haiu – Agentic AI fused with Knowledge Graphs / Semantic Web – openai lightrag rdflib
buildben – Project scaffolding with all my devtools – uv just direnv,apprc
plotastic – Advanced statistics simplified by plot-layout – seaborn pingouin
graphigs – My own design framework for charts and figures – graphviz pillow

Scientific Software Developer @ ADWG, Germania Sacra:
Digital Humanities – Developing scientific data infrastructure for historical research. (Project HisQu)
Doctorate @ Uni Würzburg:
Biomedicine – Statistics – Linked ~25 genes to patient survival & metastasis – Developed plotastic – Trained AI-models for image cytometry – Thesis in LaTeX
Master Thesis @ Uni Bayreuth:
RNA-Biochemistry – Bioinformatics – siRNA in-vitro transcription – RNA-seq library preparation – rRNA/genome mapping – NGS data analysis.