Raman Bhise @lostfleetdev

2025 · Functional MVP

Quantimize

Map-intelligence CLI for routing experiments

CLI for routing experiments on real city maps.

Status

Functional MVP

Ownership

End-to-end

Stack

PythonOSMnxNetworkXFoliumGeoPandas

Problem

I built Quantimize because synthetic graphs hide street-level weirdness and I needed a faster way to iterate on real data. It downloads drivable OSM networks, caches GraphML snapshots locally, and renders Folium maps with shortest-path overlays by estimated travel time.

Implementation

Evidence

Reusable local workflow for repeatable route experiments on real city data.

Constraints & next step

Quantum-route optimization is the research direction, not a finished feature. The next concrete step is controlled comparisons between classical shortest-path and annealing-inspired heuristics.