About me

I'm currently a full-time researcher at the Engineering Faculty of Asunción National University (FIUNA), where I explore interdisciplinary frontiers. My current focus areas include applying Data Science, Bayesian Inference, and Deep Learning techniques to advance Image Processing and Time Series Forecasting/Clustering. Here, I teach Python, C/C++ programming and Artificial Inteligence e courses as part of the undergraduate program.

Previously, I worked as a Research Director at the Paraguayan Space Agency and a research position at the National University of Asunción (FPUNA-NIDTEC ). Although, I still have a colaboration with the scientific computing research team where we currently develop data driven models for mosquitoes evolution

My academic journey began with a Ph.D. at the National Institute for Space Research (INPE), where my research was focused in two main projects: (i) Bayesian Surface Photometry Analysis and (ii) the study of the Environmental effects on galaxies probed with MAGGIE. I commenced my Ph.D. in 2013 under the supervision of Reinaldo R. Rosa and Reinaldo R.Carvalho. Thanks to the Brazilian Science Without Borders Scholarship and Gary Mamon (my advisor at the IAP) I was working at the IAP as a visitor. Prior to my doctoral studies, I obtained a Master's degree in Applied Computing and Mathematics at INPE with the project: A new gravitational N-body GPU simulator for Computational Cosmology

Before, I obtained my BA in Electronic Engineering from the National University of Asunción (UNA). My final year project: Optimal boundary control parareal algorithm for cooling electronics circuits, developed under the advice of Christian E Schaerer.

In my spare time: I love cooking, riding bicycles and traveling with my wife Mariam and our soon, Alex :)

Teaching

1- Engineering School (FIUNA) - Python, C++ Programming (2018-Now)
2- Engineering School (FIUNA) - Artificial Intelligence (2019-Now), for Mechatronic Engineering
3- Engineering School (FIUNA) - Physics:Light,Wave-duality,Optics (11/2018-03/2018)
5- Graduate Program in Computer Science-Numerical Methods (03/2018-05/2018)

Publications on Journal and Conferences

Latest Publications - Google Scholar
Most cited - Google Scholar

Research

Mathematical Modeling and Simulation of Dengue Cases and Mosquitoes colaboration with Christian Schaerer

2024-now
WolBloc : working towards sustainable dengue control

INIC01-6 Comparative Analysis of Feature Extraction Techniques to Improve Interpretability and Forecasting of Time Series

2024-now
Felix Morales(PhD Candidate)

Hospital Resource Management Models, PhD Eduardo Redondo
2024-now

INICO1-226 Hybrid Simulation for Hospital Resource Management Based on Longitudinal Data Analysis

iFAST - Intelligent Flood Alert Surveillance Tools: Project Information

2024-now
Cemaden

Particle Physics colaboration with Jorge Molina

2022-now
CONNIE and DUNE
Muon Detectors with SiPM with Jorge Molina

Innovation Project: Portable ECG

2022-2023
We created an startup BPSTEC
Pitch Talk BPSTEC

Space Weather colaboration with Jorge Molina

2022-actual
Ecallisto Station: Solar Radio Burts Detection Detections
GuaraniSat2 Monitoring Unit for South Atlantic Anomaly MUA MISION

Implementation of a Testing Laboratory for National Medical Devices.

2021-2022
PINV352 Video

Ground Segment for the first Paraguayan CubeSat GuaraniSat1

2018 - 2019
Colaboration with Kyutech, GIEM,FPUNA,FIUNA

CApacity BUilding, REsearch and Innovation – 4 Space

2018 - 2019
Colaboration with Jorge Kurita

Bayesian Surface Photometry Analysis with GALPHAT

2014 - 2019
Colaboration with Reinaldo R. Carvalho, Martin Weinberg, Sandro Rembold and Reinaldo Rosa

Environmental effects on galaxies probed with MAGGIE

2015 - 2016
Colaboration with Gary Mamon, Manuel Duarte and Vara Prasad

GPU N-Body Simulator

2012 - 2013
Colaboration with Reinaldo Rosa, Renata S. Rocha Ruiz and José da Silva Junior

Students

In progress
(Cotutor) Santiago Gerardo Ferreyra: Implementación de un Sistema Inteligente de Reconstrucción de Trazas de Muones en Experimentos de Detección de Partículas. Ing. Mectrónica
Diego Ricardo Amarilla Fariña: Detección de Anomalías Cardiacas a Partir de Electrocardiogramas Utilizando Redes Neuronales Profundas. Ing. Mecatrónica.
Sergio Marin. Regularización de un Modelo Basado en Aprendizaje Profundo para la Predicción Horaria a Corto Plazo de la Demanda Eléctrica Nacional. Ing. Electromecanica
Presented Summary
Christian Florencio Paniagua Quintana: Diseño e Implementación de una Estación Geomagnética ee Bajo Costo. Ing. Electrónica
Santiago Dionisio Vargas García and Silvio José Aguilar Velazco: Diseño de un modelo de Deep Learning basado en la arquitectura Temporal Fusion Transformer para la predicción horaria a corto plazo de la demanda eléctrica nacional. Ing. Mecatrónica.
(Cotutor) Ivan Arturo Gonzalez Orue: Optimización de la estación CALLISTO e implementación de un sistema de detección automática de ráfagas de radio solares. Ing. Mectrónica.
Hans Mersch: Monitoreo y Caracterización de los perfiles de demanda horaria de energía eléctrica de usuarios de la ANDE. Ing. Mecatrónica.
Alejandro Daniel Reckziegel Benitez: Caracterización y validación de una celda para modos de ondas electromagnéticas transversales en Gigahertz. Ing. Electrónica.
José Toledo and Felipe Espinoza. Segmentacion de instancia aplicada a la detección de partículas capturadas por los detectores LArTPC del Experimento DUNE. Ing. Mectrónica.
Maria Giohana Martinez Fernandez: Agrupamiento Comparativo De Series Temporales Para La Toma de Decisiones, Ing. Mectrónica.
Horacio Daniel Escobar Zacur and Renatto Daniel Benzo Leguizamon: Diseño de una Matriz de Inyección para la Manufactura de la Carcasa de un Electrocardiógrafo Inteligente. Ing. Mecánica.
Eng. Stefanía Yuliana Viterbori Ugarte and Jorge Enrique Hernáez Acha: Facial Expressions Recognition for pain detection using Convolutional Neural Networks. Ing. Mectrónica(FIUNA).
(Cotutor) Juan Vicente Bogado: Deep Learning-Based Dengue Cases Forecasting with Synthetic Data, Master in Computer Science from FPUNA.
Lucas Moreira and José Moreira: Design and development of pico-satellites(CanSat). Ing. Mectrónica(FIUNA)
Aldo Galeano and Esteban Fretes: Design of an air bearing based platform for ground testing of CubeSats Attitude Determination and Control System. Ing. Mectrónica(FIUNA)

Programing Skill

Python & Ipython

R

MATLAB

Mathematica

C/C++

CUDA

Linux Scripting

Fortran 90& 2003

Database SQLite & HDF5

Java

HTML5, PHP & CSS