Medical Doctor • AI/ML Engineer • Building the "Missing Middle" in Healthcare Infrastructure.
📍 Mérida, Venezuela ↔ Global | 🤖 Technical Builder | 🚀 Bridging Medicine & AI
- 🧬 clinical-scribe - Automated Clinical Scribe: Processing raw clinical notes into structured documentation with vLLM & Modal.
- 🏗️ code-app - Deep AI engineering platform. Building LLM architecture from scratch (TinyTorch & Karpathy-style).
- 🧠 medmonics - Engaging medical education: mapping clinical facts to narrative "mental anchors" with GenAI.
- 🫀 openclaw-fitness-bridge - Python bridge for syncing Zepp Life/Google Fit health data to personal agents.
- 🧪 tinytorch-code - Pure implementation of autograd engines and tensor operations.
- 📊 Data-Engineering - Collaborative study systems for deep data engineering specializations.
- 🩺 skin-cancer-detection - Skin lesion classification using TensorFlow.
- ⚔️ infectious-disease-game - Gamifying infectious disease treatment protocols.
- 📋 Clinical-case-discussion - Structured evaluation and discussion of short clinical cases.
- 📝 Substack: The unfair advantage of metadata strategy
- 📝 Substack: Metadata is all you need
- 📘 Kaggle: Transformer Anatomy Guide
- Fundamental Engineering: Implementing tokenizers and multi-head attention from scratch.
- Clinical Research: Currently conducting analysis for a journal article on Cardiometabolic Disease.
Based in the Venezuelan Andes. When I’m not in a 24-hour shift, I’m building systems and hanging out with my digital familiar, Reilly.
"Ship beats perfect" - Building tools to solve clinical bottlenecks, then sharing them with the world.