JCAR
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Jesús Carlos Acosta Rocha

Production AI.
Clear decisions.

I’m an AI engineer and technical founder. I build software for education and healthcare, then write about the architecture, trade-offs, and operating lessons behind it.

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Paper and metal pieces connected by a blue thread

Selected evidence

Systems beyond the prototype.

  1. 01
    Medical AI

    9,000+ clinical cases published in a founder-built medical exam platform.

    See GliaMediQ
  2. 02
    Distributed systems

    Email infrastructure scaled to as many as five million messages per country.

  3. 03
    Industrial ML

    Production deployments operated across seven countries and two continents.

I have worked on production software since 2018, across public services, commerce, industry, education, and health.

Production. Models matter when they survive traffic, failure, and change.

Context. I document the decisions that make each result possible.

Founder-built product

A medical exam-preparation platform built around a structured clinical knowledge base and AI-assisted educational workflows.

My work spans product development, backend systems, mobile clients, evaluation, observability, and cloud operations.Visit GliaMediQ
DjangoFlutterCeleryLangSmithAzureKubernetes
Layers of translucent paper crossed by a blue line

3 min read

A place to document what I build, explain the decisions behind it, and make my work easier to find and understand.

Read the post

Three ways into my work.

WritingField notes on AI systems, engineering decisions, and production trade-offs.ProjectsIndependent products and open-source tools, linked to the live work and source.ExperienceSoftware engineering, cloud infrastructure, and applied AI since 2018.