Open Source

Tools & Software

Open-source tools and pipelines developed throughout my research, all available on GitHub.

Software

Developed tools

SyNetBuilder
SyNetBuilder

Reconstruction of synthetic tissue networks from assortativity and spatial statistics.

Python
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PDAC Modeling
PDAC Modeling

Agent-based simulation of pancreatic ductal adenocarcinoma using the PhysiCell framework.

C++Python
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MOSNA GUI
MOSNA GUI

Graphical interface for Tysserand and MOSNA — spatial transcriptomic network analysis made accessible.

Python
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AI Model
AI Model

Training pipelines and experiments in machine learning and reinforcement learning applied to biological data.

Python
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MORFEE Wrapper
MORFEE Wrapper

Nextflow pipeline for large-scale 5'UTR variant detection using MORFEE on population-scale VCF datasets.

NextflowPython
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Spotlight

MOSNA GUI

MOSNA GUI makes the MOSNA package accessible to wet-lab researchers through a user-friendly graphical interface. It wraps both Tysserand and MOSNA, allowing the configuration of parameters for spatial transcriptomic and proteomic network analysis without writing code.

The workflow covers everything from raw spatial coordinates to cell network construction, niche detection, assortativity computation, and cross-patient structural comparison — all within a single interface.

Open on GitHub
MOSNA GUI