I am passionate about the way IT can help people to solve problems, improve and bring revenue to the entire society. In the same way, I am deeply interested in Operations Research and Data Analysis as I find in these fields the intersection between my studies and, valuable resources to support decisions, learn and design new ideas based on previous experience.
29 June, 1996
Bogotá, Colombia
Spanish, English, French
Courses: Business Intelligence, Stochastic models, Algorithmic and Object- Oriented Programming 1, Data Structures, IT in Organizations, Structural Math and Logic and Business Information Systems. Objectives: Develop course activities, grade student’s activities, give laboratory lessons, help students on the development of their projects.
Objectives: Help on the development of a model of transmission of information in dynamic networks. An Agent-Based model of knowledge transfer within organizations.
Favorite courses: Transactional systems, Structural math and logic, IT in organizations, Product design and innovation, Business Intelligence, Business architecture.
Favorite courses: Probability and statistics, Linear optimization, Stochastic models, System dynamics, Discrete event systems simulation.
Favorite courses: Math, Literature, Oil painting, Film analysis, Philosophy.
A medical information system that takes as input a collection of medical records and generalizes the temporal sequence effective variables that determine the most suitable drugs for Arthritis patients, using a Recurrent Neural Network (RNN) with Long Short Term Memory (LSTM)units, achieving a 97.4% accuracy over a 150 real data input dataset.
Development of a Discrete Time Markov Chain and a Markovian Decision Process to find the optimal inventory policy for a clothing store.
Development of an ANOVA experiment to determine the effect of obesity, gender, DAPSA and nail compromise on Psoriatic Arthritis.
Development of a simulation model to find alternatives over the production line to maximize profits.