Carlos E. TorresWelcome to my corner of the internet
Hi, I'm Carlos, a Brazilian-American software engineer based in Florida, USA. 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 and NLP for healthcare and Human-Centered AI as a Ph.D. student at UCCS. Two decades of shipping, across web, mobile, and enterprise.Beyond my technical pursuits, I am a Spiritist, interested in spiritualism, philosophy, music, motorcycles, and home improvements and automation.
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Latest posts
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Mastering Claude Code: Best Practices Straight From Its Creator August 3, 2026Claude 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, 2026Fine-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, 2026Traditional 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.