Build
Products with a public surface.
Medical education software, a visual editor for agent graphs, and a local-first transcription app—each linked to the live product, source, or both.
Start here
A map of what I build and how I think.
This page is the shortest route through my work: the systems I have operated, the products I am building, and the ideas I am documenting in public.
Jesús Carlos Acosta Rocha
AI engineer, software engineer, and technical founder.
I have built production software since 2018 across public services, commerce, industry, education, and healthcare. My current work centers on AI systems that are observable, reviewable, and useful after the demo ends.
I use this site to connect claims to evidence: working products, public source, operating context, and the writing that explains the decisions behind them.
- Medical AI9,000+ clinical cases published in a founder-built medical exam platform.
- Distributed systemsEmail infrastructure scaled to as many as five million messages per country.
- Industrial MLProduction deployments operated across seven countries and two continents.
Choose a route through the work.
Each route leads from a concise overview to the underlying evidence.
Explore the projects
Operate
Systems that have met production.
Experience across AI assistants, distributed services, industrial ML, search, asynchronous processing, and cloud infrastructure since 2018.
Explain
Decisions, limits, and lessons.
Writing about the architecture and trade-offs behind useful AI systems—not just their final demos.
Core threads.
These topics connect my professional work, independent projects, and writing.
- Production AI
- Evaluation, observability, asynchronous workflows, and the path from prototype to operation.
- Systems for education and health
- Software where provenance, reviewability, privacy, and human judgment remain part of the product.
- Developer tools
- Local-first interfaces and protocols that make complex agent and software workflows easier to inspect.
- Cloud and distributed systems
- Python services, queues, search, Kubernetes, AWS, and Azure under real operating constraints.
If you only open three pages.
- GliaMediQA medical exam-preparation platform built around a structured clinical knowledge base and AI-assisted educational workflows.
- OpenGraphA local-first visual workflow editor for designing, inspecting, and exporting AI agent graphs.
- Why this site existsA place to document what I build, explain the decisions behind it, and make my work easier to find and understand.