Robert Hoffmann

TMIP Scheduler: Aerospace Data Orchestration

Robert Hoffmann · Toulouse, France · Maser Engineering

Aerospace smart-cabinet orchestration across Nexess servers, Google Workspace, Skywise datasets, internal tools, and typed observable Python infrastructure.

Proof angle

Modernizing a legacy operational system into typed, observable production infrastructure.

Highlights

  • 30K+ jobs/day
  • 3-100 calls/job
  • 16 plants
  • ~1,000 users

Project context

TMIP Scheduler: Aerospace Data Orchestration

2025 – present · Maser Engineering for Airbus

Modernizing a legacy operational system into typed, observable production infrastructure.

  • 30K+ jobs/day
  • 3-100 calls/job
  • 16 plants
  • ~1,000 users

Central orchestration service for aerospace smart-cabinet operations, synchronizing Nexess cabinet servers, Google Workspace, Skywise datasets, and internal management tools while modernizing an undocumented, untyped legacy Python codebase into typed, observable, production-grade infrastructure for 16 Airbus assembly plants.

Stack: Python, FastAPI, aiohttp, Pydantic, glom, uv, Ruff, Pyright, Windows Server, Skywise, Google Workspace, VueJS