Carlos E. TorresHi, I’m
Carlos E. Torres
Building clinical AI at Oracle Health and researching how AI should interact with people.
I'm a Brazilian-American software engineer based in Florida. I lead technical design and delivery of the Clinical AI Agent at Oracle Health, a multimodal assistant that moves between voice, text, and touch without losing context. Alongside that, I research LLMs, NLP, and Human-Centered AI as a Ph.D. student at UCCS.
Two decades of shipping software across three countries, from a BBS I ran as a kid in Brazil, to helping improving billing systems in Portugal, to opening my own company, to building mobile, AI powered, systems used by healthcare providers in hospitals. I've been a founder, a consultant, and an engineer inside multinationals, which tends to make me useful in the space between what a business wants and what a system can actually do.
What I do
Turning ideas into impactful products
Mobile Development
Native and cross-platform mobile applications for iOS and Android, using Swift, React Native, Flutter, focused on performance, functionality and exceptional UX.
Web Development
Modern full stack web applications using React, TypeScript, Node.js, Go, Python and scalable architectures.
AI & Data Engineering
AI-powered applications, LLMs, data pipelines and intelligent solutions to real-world problems.
Cloud & DevOps
Cloud-native systems, CI/CD pipelines and scalable infrastructure for modern products.
Featured work
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My Keepass - Menubar Passwords
The KeePass password manager you were awaiting for macOS! A simple yet powerful KeePass password manager that makes your passwords easily accessible from the menu bar. Open KDBX database files, quickly click to copy passwords, add new entry, edit, delete, create new database files, sort, group, and search entries.
Moving Survey App
Moving Survey is an app for iOS and Android that allows you creating moving surveys and estimates for your customers. If you have a moving company, with any number of employees, and you need to create surveys and estimates for your customers' movings.
Notes app
A full stack Notes app that uses PocketBase as the backend and a pure JavaScript frontend. Main features: edit note in place, hide, delete, change color, search, and fully mobile friendly.
Latest posts
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Mastering Claude Code: Best Practices Straight From Its Creator August 3, 2026 · 11 min readClaude Code can read your files, run commands, and fix its own mistakes. But most developers barely scratch the surface. Here is a guide to the agentic loop, best practices, and prompt recipes, taken directly from Anthropic's official documentation.
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Is Fine-Tuning AI Models Still Needed? August 3, 2026 · 6 min readFine-tuning is no longer the default first move, yet the frontier models we prompt so casually only exist because of it. A practical look at when to prompt, when to retrieve, and when to train.
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What is AI Observability? July 31, 2026 · 3 min readTraditional monitoring tells you if a system is down. AI Observability reveals why your model is misbehaving in the real world. Here is your quick guide to the key pillars, top tools, and trends keeping modern AI reliable.
Let’s build something together
Have a question, a project idea, or just want to say hi? My inbox is open.
Get in touch