Quantization, rotations, implementable primitives and algorithm-hardware co-design for more efficient AI models.

Efficient and hardware-aware AI

Methods, manifests and benchmarks for detecting temporal shortcuts and evaluating medical models with more rigor.

Anti-leakage evaluation

Modular architectures for reproducible, traceable medical research prepared for multimodal validation.

Clinical-Core

An editorial lab for turning reading, research and technical practice into essays, books and learning resources.

FP32 and technical books

I use demanding medical problems as a testbed for hardware-aware optimization, rigorous evaluation and tools that connect machine learning, quantization, RTL and verifiable systems.

Research lines by Raul Pacheco Rodriguez in efficient AI, anti-leakage evaluation and algorithm-hardware co-design.

Efficient, reproducible and deployable AI.

Cuantizacion, rotaciones, primitivas implementables y co-diseno algoritmo-hardware para modelos de IA mas eficientes.

IA eficiente y hardware-aware

Metodos, manifests y benchmarks para detectar atajos temporales y evaluar modelos medicos con mayor rigor.

Evaluacion anti-leakage

Arquitecturas modulares para investigacion medica reproducible, trazable y preparada para validacion multimodal.

Un laboratorio editorial para convertir lectura, investigacion y practica tecnica en ensayos, libros y recursos formativos.

Efficient, reproducible and deployable AI.

IA eficiente y hardware-aware

Evaluacion anti-leakage

Clinical-Core

FP32 y libros tecnicos