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Hire Dr. Genaro D.

Colombia

Doctor in Engineering - Automation. AI, data analytics and biomedical signal processing expert.

Profile Summary

I am an electronic engineer with a master's degree in engineering - industrial automation, a Ph.D. in engineering - automation, and a master's degree in economic and financial administration. Currently, I am dedicated to teaching and research in biomedical digital signal processing and artificial intelligence for biomedical systems at the Universidad Tecnológica de Pereira. Over the past six years, I have worked as the head of the research and development department at a healthcare company specializing in cardiovascular topics. Previously, I have advised research processes and the analysis of sociodemographic, economic, cultural, and academic data, aiming to improve social management processes. Between 2012 and 2018, I served as the director of the research and development area of a healthcare company specializing in neurosciences. In summary, my work has been focused on coordinating research teams, formulating projects, and analyzing data based on statistical techniques and machine learning. From a personal standpoint, I am organized, analytical, with leadership skills and a strong sense of commitment. As a leader of research and development departments in neuroscience and cardiovascular health companies, I have secured 20 research grants and obtained 11 software copyrights. Over the past five years, I have co-authored eight research articles and one book, primarily focusing on biomedical engineering and data analysis.

Subject Matter Expertise

• ★ Signal Processing
• ★ Data Analysis
• ★ Pattern Recognition
• ☆ Biotechnology & Bioengineering
• ☆ Biomedical Engineering
• ☆ Electrical Engineering
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Artificial Intelligence
• ☆ Matlab
• ☆ Technical & Scientific Writing
• ☆ Manuscript & Journal Article Writing
• ☆ White Papers
• ☆ Science Communication

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Fact Checking, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Data Processing, Data Insights

Work Experience

Assistant proffesor

Universidad Tecnológica de Pereira

August 2023 - Present

Docente

Universidad Tecnológica de Pereira

August 2023 - Present

Director de investigaciones

Unidad Vascular Cardiológica y Neurológica (AngioHealth)

January 2019 - Present

Scientific researchers

Unidad Vascular Cardiológica y Neurológica SAS

January 2019 - Present

Coordinador del Observatorio Social

Universidad Tecnológica de Pereira

January 2018 - July 2023

Data Scientist

Universidad Tecnológica de Pereira

December 2017 - July 2023

Director de Investigaciones

Instituto de Epilepsia y Parkinson del Eje Cafetero S.A.

April 2012 - December 2018

Scientific reasercher

Instituto de Epilepsia y Parkinson del Eje Cafetero

April 2012 - December 2018

Education

Master in Economic and Financial Administration

Universidad Tecnológica de Pereira - Colombia

August 2017 - November 2019

Doctor en Ingeniería - Automática (Departamento de Ingeneiería Eléctrica, Electrónica y Computación)

Universidad Nacional de Colombia Sede Manizales

July 2007 - September 2010

Doctor in Engineering - Automation

Universidad Nacional de Colombia

July 2007 - September 2010

Master in Engineering - Industrial automation

Universidad Nacional de Colombia

January 2005 - December 2006

Mágister en Ingeniería - Automatización Industrial (Departamento de Ingeniería Eléctrica, Electrónica y Computación)

Universidad Nacional de Colombia Sede Manizales

January 2005 - December 2006

Ingeniero Electrónico (Departamento de Ingeniería Eléctrica, Electrónica y Computación)

Universidad Nacional de Colombia Sede Manizales

February 2000 - December 2004

Electronic Engineering

Universidad Nacional de Colombia

January 2000 - December 2004

Certifications

• Certification details not provided.

Publications

BOOK

Victor Alfonso Ortiz Bravo, Genaro Daza-Santacoloma, Walter Gil González, Oscar Danilo Montoya Giraldo (2024). Advances in engineering: social appropriation of knowledge in neuroscience, energy and agriculture .

JOURNAL ARTICLE

Genaro Daza Santacoloma, Jhoan Keider Hoyos Osorio (2023). Predictive Model to Identify College Students with High Dropout Rates . Revista Electrónica de Investigación Educativa.

Genaro Daza, Jhon Jairo Castañeda, Jorge Iván Castaño (2022). Plataforma de analítica de datos para la caracterización poblacional y la evaluación del riesgo cardiovascular en pacientes del centro-occidente de Colombia . Salud UIS.

Genaro Daza Santacoloma, Gustavo Adolfo Ospina Torres, Walter Serna Serna (2016). Comparación sistemática de metodologías basadas en información mutua para el registro multimodal de imágenes médicas . Scientia et technica.

Genaro Daza Santacoloma, Pablo Alejandro Alvarado, Cristian Alejandro Torres Valencia, Álvaro Ángel Orozco Gutiérrez, Mauricio Alexander Álvarez López, Hans Carmona Vilada (2016). Modelado y comportamiento de la simulación de propagación eléctrica durante la estimulación cerebral profunda . DYNA.

Genaro Daza Santacoloma, Pablo Alejandro Alvarado, Cristian Alejandro Torres Valencia, Álvaro Ángel Orozco Gutiérrez, Mauricio Alexander Álvarez López, Hans Carmona Vilada (2016). Modelado y comportamiento de la simulación de propagación eléctrica durante la estimulación cerebral profunda . DYNA.