Systems for
complex operations.

I design and build software that turns live data, infrastructure, and uncertainty into clear operational decisions.

Explore selected work
37.7749° N / 122.4194° W
LIVE SYSTEMECHELON / BAY AREA

Selected work / 02 systems

01

Operational intelligence platform

ECHELON

ECHELON operational intelligence dashboard showing infrastructure incidents on a Bay Area map
PROJECT / 01STATUS / COMPLETE
ECHELON tactical map showing the analysis radius around a Hayward incident
Incident radius / Hayward
ECHELON computer vision traffic analysis showing detected vehicles
Computer vision / traffic

ECHELON analyzes images from active incidents with computer vision, running object detection and scene-level analysis across structural damage, hazards, crowds, and traffic. It then calculates risk to nearby infrastructure assets, traces the impact across dependent and cascading assets, and fuses the evidence into a final conclusion with recommended actions.

Engineering signalsCore / Supporting
  • FastAPI / API ArchitectureCore
  • Computer Vision / OpenCVCore
  • YOLOv8 / Object DetectionCore
  • WebSockets / Real-Time SystemsCore
  • PostgreSQL / SQLAlchemy
  • Docker / Pytest
View repository
ECHELON computer vision analysis of bridge damage showing detected people and severe structural damage metrics
02

Food logistics command center

THE GRID

THE GRID fleet routing interface over a dark Bay Area map
PROJECT / 02STATUS / COMPLETE

A warehouse logistics prototype that turns requests, inventory, fleet capacity, and live routing into clear delivery commitments for food-bank operators.

Engineering signalsCore / Supporting
  • FastAPI / Python BackendCore
  • OSRM / Route OptimizationCore
  • MapLibre GL / Geospatial UICore
  • Decision Engine / Fleet AllocationCore
  • REST APIs / Async HTTP
  • Pytest / Systems Validation
View repository
THE GRID logistics network route view
Profile / Mark Amirkhan

Location / San Francisco, California

Mark Amirkhan in New York
Primary profile / MarkFrame 01

Mark Amirkhan / Engineer / Builder

I build serious systems.For work that matters.

I'm a full-stack engineer building software at the intersection of live data, computer vision, and geospatial intelligence. I take ambitious products from architecture to deployment—turning complex inputs into clear, dependable systems with real-world impact.

Backend & Full-Stack ArchitectureComputer Vision & Applied AIReal-Time Data SystemsGeospatial Platforms
Mark presenting an operational geospatial system
System presentation / THE GRIDLinkedIn / Mark Amirkhan