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Software & Algorithms

Open-source implementations, scientific scripts, and algorithms developed during research fellowships in wireless communication systems and biomedical signal processing.

6G Communications

MIMO Deep Learning Detector

Efficient deep learning-based detection scheme for Multiple-Input Multiple-Output (MIMO) communication systems, optimizing detection latency and bit error rate performance.

Python PyTorch MIMO DNN
GitHub Related Paper
Wireless Networks

RIS-MIMO 6G Optimizer

Simulation and performance optimization frameworks for Reconfigurable Intelligent Surface (RIS)-assisted multiuser MIMO wireless systems, focusing on beamforming and phase optimization.

MATLAB Python RIS Optimization 6G
GitHub Book Chapter
Biomedical Signals

Heart Sound Segmenter

Advanced audio processing pipelines for heart sound segmentation and classification using spectral change detection, genetic algorithms, and combined time-frequency representations.

Python Scikit-Learn Librosa Audio DSP
GitHub Related Paper
Natural Language Processing (NLP)

Morph

Co-author: Ana Abighail Flores-Hernández

A tool for derivational suffixes identification, counts and tagging.

Python TreeTagger Pandas MongoDB
Web App GitHub Related Paper