PEDRO CARENA / APPLIED AI & PRODUCT ENGINEERING
I help teams turn slow, manual workflows and early product ideas into reliable software. We start small to prove what works with real users before spending months building the wrong thing.
Blumo is where I document my work in AI, software, and product.
SELECTED WORK
Which accessible beaches can I visit in Benidorm?
Here are a few options with direct access to their location:
A multilingual public tourism assistant that answers visitor questions with official city data and live map links. I built the production plumbing that keeps it reliable under traffic: task-based routing, local open-weight model serving on L4 GPUs, and layered evaluation suites.
Doctors' handwriting is messy, and in healthcare, guessing isn't an option. This pipeline turns prescriptions into structured data without hiding uncertainty matching medications against clinical catalogs and routing ambiguous readings to a human reviewer. It started as a fast n8n prototype and grew into a modular Python service once the logic proved itself.
I am here to listen and help you record what happened in a safe, confidential way. Can you tell me where this happened?
During a meeting at the office, a colleague made inappropriate comments about my appearance.
Thank you for sharing that. I will help organize the details for your report.
Complete the information you have, at your own pace.
Reporting a workplace incident is stressful, and static forms often miss critical context. Neurona guides employees through documenting what happened at their own pace over a confidential channel organizing the facts for safety teams without crossing the line into judging responsibility.
Browse the full archive of client systems, operational automations, and technical experiments.
View all projectsAPPROACH
Before writing code, I sit down with the people doing the job to map how decisions get made and where time or context is quietly slipping through the cracks.
Not every problem needs AI, and not every manual step needs automating. Together we narrow down where software will genuinely save hours or prevent costly mistakes.
Instead of spending months on specs, I build a lean first version sometimes an n8n workflow, sometimes a focused Python service and test it against real edge cases right away.
A system only succeeds if people can run it after I leave. I document how it works, train the team, and make sure daily operations don't depend on calling a developer.
From the current process to a tested, documented solution ready for day-to-day operations.
THE PERSON BEHIND BLUMO
I'm an engineer based in Buenos Aires working across product engineering and applied AI. I started Blumo because I kept seeing a gap between flashy AI demos and the messy reality of daily operations. Whether I'm building an internal pipeline for a client or testing one of my own ventures, the goal is always the same: build software that earns its keep. Working through a tricky workflow or an early product idea? Let's talk.