Carlos

Analysis, organization, and integration of raw data sources. Built data systems, data models, and data pipelines. Worked with key client stakeholders to evaluate business needs and priorities.

• Data interpretation for trending, patterns, value creation
• Conducted complex data analysis and developed reports.
• Enhanced data quality, reliability, efficiency, and value.

Biological features classification, clustering, and dimensionality reduction on bacteriophage genomes datasets. Predicted biological relationships on metagenomic large volumes bacteriophages datasets from the construction of complex models based on graphs.

• Strengthened research capacities with the development of internal and inter-institutional projects.
• Teaching support in the academic activities arranged in the master’s courses.
• Development and innovation in scientific knowledge using machine learning models.

Made predictive analysis using regression models (Multiple regression, Lasso, and Ridge) from the company’s sales data. Development of Market Segmentation models of different target products of the company.  Development of attribution models to better distribute the investment in the marketing area. Led and managed the new projects of the marketing analytics center from the creation of statistical and mathematical models and technical knowledge.

• Searched data patterns from huge internal business and social networks data sets using different data mining, and text mining techniques.
• Generation of tools that accompany the process of extraction, transformation, and data loading.
• Development of high-level business reports using Tableau to generate business value.
• Gave support in the administration of technological tools oriented to the creation of analytical capacities.

Strengthened capacities to generate and accelerate innovation and education processes in the health sector in collaboration with SIM DESIGN and Digital Medic Stanford University. Designed and developed the software component to make a virtual medical training platform distributed and collaborative.

• Designed and developed the software component for the surgical and medical training platform and adapt it to the network and computer conditions of each of the users using artificial intelligence.
• Carried out a set of tests to evaluate the performance of the distributed and collaborative components of the virtual and medical training platform.

Elaboration of forecast models of balances of the commercial banking portfolio of companies and government based on time series. Contributed to the adoption of agile methodologies to improve communication.

• Automation of manual reports to reduce preparation time.
• Acquisition of financial, mathematical, and statistical experience.
• Acquisition of communication skills and teamwork.