PROGRAM BRIEFING DOCUMENT

MYKOLA-LEARNS-GIS

PROGRAM REF: HYK-006 · CODENAME: MYKOLA-LEARNS-GIS

CLASSIFICATION

GEOINT / DATA QUALITY ASSESSMENT

STATUS

ACTIVE

TECH STACK

Python 3.13 · FastAPI · GeoPandas · OSMnx · Shapely

INFRASTRUCTURE

Dokku · Overture Maps API · RapidFuzz

MISSION BRIEF

Geospatial intelligence data quality scoring backend. Compares OSM road network data against Overture Maps Foundation datasets, scoring match quality through fuzzy string matching and geometric proximity analysis. Generates quality reports and interactive map visualizations of geographic data reliability.

CAPABILITIES

Road network data comparison across OSM and Overture Maps
Fuzzy string matching via RapidFuzz for name correlation
Geometric proximity analysis with Shapely
Interactive map generation with Folium
FastAPI web server for programmatic access

SOURCE: CLASSIFIED

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