Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20172023

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Personal profile

Research interests

Leonardo Hernan Talero-Sarmiento is a dedicated PhD candidate in Engineering at Universidad Autonoma de Bucaramanga and an Assistant Professor at Universidad Industrial de Santander. He is keen on developing his expertise in data analytics, operational research, and manufacturing, with a special emphasis on decision-making and production planning.

Leonardo's academic interests span a wide array of topics, ranging from the health sector, management, Corporate Social Responsibility (CSR), and greenwashing, to innovation in manufacturing systems, digital transformation, digital readiness, and teaching. He believes that these diverse interests enrich his perspectives, fostering innovative thinking and problem-solving approaches in his work.

During his academic journey, Leonardo has gained proficiency in multiobjective, multi-period mathematical programming, metaheuristics, and machine learning algorithms. He effectively applies these skills to optimize production planning and layout, specifically in the context of agricultural decision-making.

In his doctoral research, Leonardo is specializing in stochastic optimization. This work allows him to delve deeper into his interest in stochastic series modeling and to incorporate uncertainty into agricultural decision-making. His comprehensive understanding of the complexities involved in integrating these methodologies is instrumental in achieving operational efficiency and decision-making accuracy.

Beyond the confines of research and teaching, Leonardo brings his expertise to the table as a consultant and process analyst. He adeptly implements a variety of mathematical, machine learning, and simulation models in real-world scenarios to enhance business processes and productivity.

Leonardo serves the scientific community as a peer reviewer for MinCiencias and the Revista Colombiana de Computación. Additionally, he is a Member of the Ethics Committee at Universidad Autonoma de Bucaramanga, where he is committed to upholding the principles of integrity, transparency, and responsibility.

Research interests

Process optimization

Data Analysis

Digital transformation

Crop modeling

Management

Teaching

Design of Experiments

Artificial Intelligence

Operational Research

Mathematical Modeling and Simulation 

Creative Works

Vidoe

Vidoe (Visualizing Design of Experiments) is a WebApp developed using Streamlit in Python. This tool uses Plotly to help visualizing concepts regarding the Design of Experiments. The platform covers topics such as:

  • Factorial designs
  • Data analysis
  • Data Interpretation
  • Search Space
  • Plots Analysis
  • Linear regression
  • Statistical Analysis

It is a project "in Process" You can access it at the following link.

take me there

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 1 - No Poverty
  • SDG 2 - Zero Hunger
  • SDG 3 - Good Health and Well-being
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 12 - Responsible Consumption and Production

Education/Academic qualification

Unknown, Master, Modelo de optimización multiobjetivo para la programación de la producción agrícola a pequeña escala en Santander, Colombia, Universidad Industrial de Santander

25 Aug 201617 Dec 2018

Award Date: 14 Dec 2018

Unknown, Bachelor, Comprobación de la teoría de finanzas conductuales en el mercado bursátil de Colombia mediante la simulación de mercados artificiales, Universidad Industrial de Santander

Award Date: 17 Dec 2015

External positions

Professor, Universidad Industrial de Santander

24 Feb 2019 → …

Keywords

  • QA75 Electronic computers. Computer science
  • S Agriculture (General)
  • TS Manufactures
  • HA Statistics
  • HG Finance
  • HD28 Management. Industrial Management

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