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D Rupesh Kumar
A SpaceTech island with a ground station dish and a satellite on a glowing orbit
  • SpaceTech

Atlas / SpaceTech / Case study

Satellite
ML Ops

From model onboarding
to the edge of space.

Skyserve.ai / Lead & Founding Engineer / 2022-2024

Back to work
People
Systems
A brighter tomorrow
Higher perspective.
A more connected tomorrow.
2-3 daysModel onboarding
700+Datasets processed
4Products shipped

The challenge

Make satellite AI models easier to onboard and deploy. The platform cut AI model onboarding for satellite edge computing from months to 2-3 days.

  • Data rendering system processing 700+ datasets, with 70% faster rendering.
  • Led a 6-person engineering team shipping 4 products: SURGE, STORM, a synthetic image generator (250+ frames) and an analytics dashboard.