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AI for bio

gemiz

An alpha FASTA-to-SBML toolkit for bacterial genome-scale metabolic reconstruction, combining pyrodigal gene calling, MMseqs2 reaction scoring, COBRApy/HiGHS model assembly, and inspectable evidence and quality-control artifacts.

FASTA to SBML
Evidence + QC artifacts
Reproducible benchmarks
gemiz repository preview

What I did

I built the reconstruction pipeline and the benchmark setup.

Why I built it

Turning a bacterial genome into a usable metabolic model requires more than annotation: every reaction needs traceable evidence, the assembled network needs validation, and the result has to be reproducible.

How it works

gemiz calls genes with pyrodigal, scores reaction evidence with MMseqs2, assembles and checks the network with COBRApy and HiGHS, and exports SBML together with inspectable evidence and QC artifacts.

What came out of it

Main pieces

What I would improve

The public alpha currently focuses on bacterial genomes. Eukaryotic support and experimental embedding-based scoring remain outside the supported public workflow.