Evidence Atlas | Sequence Data, Maps & Visual Evidence by Andrey MikhaylovEvidence Atlas | Sequence Data, Maps & Visual Evidence by Andrey Mikhaylov

Evidence Atlas | Sequence Data, Maps & Visual Evidence

Andrey Mikhaylov

Andrey Mikhaylov

Evidence Atlas helps researchers move from sequence or tabular data to a map and the evidence supporting a result.
I built the React/FastAPI application and integrations: CSV/FASTA input, validation, rule-based checks, evidence graphs, taxonomic views and exports. Source references and review states stay attached to the results.
This is an online research demonstrator. The competition version is Barcode-to-GBIF Evidence Compiler. Its visualisations support inspection and further analysis, rather than asserting a validated scientific discovery.

Selected screens

Inspect a result — matched references, cluster plot and taxonomic tree show the limits of a species-level conclusion.
Inspect a result — matched references, cluster plot and taxonomic tree show the limits of a species-level conclusion.
Import, validation, rule-based checks and export — one traceable research workflow.
Import, validation, rule-based checks and export — one traceable research workflow.
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Posted Sep 27, 2026

React/FastAPI research software connecting sequence input, validation, taxonomic relationships, maps and inspectable exports.