Samuel Padilla · Data, cloud engineering, and applied AI

What I’m building.

About Samuel

AskSam

Latest · Live backend

A grounded portfolio assistant extracted into an independently deployable service without moving its evidence or cloud resources.

  • Grounded AI
  • RAG
  • Safety boundaries
  • Cost controls

Trustworthy purchase decision support built around evidence, trade-offs, and an inspectable verdict.

  • Financial decisions
  • AI systems
  • Streaming chat
  • Multilingual

Coming soon

Work in progress

The next experiment is still taking shape.

  • WIP
  • Coming soon

I build to learn how the systems behind a product behave in practice.

How I think and lead