Pulpo Oposiciones
An AI-assisted learning platform, from source documents to reviewed study material.
A personal body of workBUILDING & LEARNING / 2026
Victor J. Sequi.
From complex problems
to useful systems.
I'm a technical lead working across data, solution architecture, and applied AI. This is where I share what I build, the decisions behind it, and what I learn along the way.
with AI agents.What I'm working on
01 / In practice
All projects Selected work
02 / Thinking out loud
All notes Field notes
Agent design
Keeping calculations outside the model
A design boundary from the NetWorthAI prototype.
Building products
Review belongs in the pipeline
What a learning product asks of AI-generated content.
Working in public
A place to make progress visible
Why I am starting this collection of projects and notes.
03 / The through-lineTransport models.
Transport models.
Data products.
Systems that earn trust.
My path has taken me from civil engineering and mobility analytics to technical leadership and independent product development. The constant is an interest in how things work, and how to make them work better.
A little more about me