Francisco Ríos
Industrial Engineer
Concepción
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in programming, optimization, simulation and data science. Currently studying the understanding of geographic phenomena of academic mobility using data.
Overview
2
2
years of professional experience
2
2
Languages
Work History
Data Scientist
Analysis Unit, Universidad De Concepción
10.2023 - Current
- Implementation of predictive models for the admission processes in the Faculty of Engineering.
- Enhanced data-driven decision making by implementing machine learning models and algorithms.
- Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights.
- Developed polished visualizations to share results of data analyses.
Assistant Teacher - Simulation, Programming and SM
Universidad De Concepción
3 2021 - Current
- Teaching assistant for the Simulation, Programming and Statistical Models courses offered to Engineering students of the university.
- Worked with teachers to design lesson plans and coordinate activities for classes.
- Assisted lead teacher in providing individualized attention to students, resulting in improved academic performance.
- Monitored students during quizzes and tests.
Data Analyst
Universidad De Concepción
07.2022 - 12.2022
- Programming and building data visualizations
- Programming of predictive models
- Generation of reports in Power BI
Education
Master of Science - Industrial Engineering
Universidad De Concepción
Concepción, Chile 05.2001 -
Bachelor of Science - Industrial Engineering
Universidad De Concepción
Concepción, Chile 05.2001 -
Skills
- Python Programming
- Machine Learning
- Statistical Analysis
- Scikit-Learn
- Feature Engineering
- Excel expertise
- Optimization Techniques
- Data Visualization
Research
- F. Rios, C. Contreras, G. Latorre. 2023. Surgery Scheduling considering Affinity and Preferences in Surgical Teams. Under review.
- J. Caro, M. Parada, F. Rios. 2024. Impact Evaluation of Chilean program Sercotec Crece. Under preparation.
- F. Rios, C. Navarrete, J. Maluenda. 2024. Understanding Educational Trajectories and Geographical Patterns of students in Chile from 2005 to 2022. Under preparation.
Timeline
Data Scientist
Analysis Unit, Universidad De Concepción
10.2023 - Current
Data Analyst
Universidad De Concepción
07.2022 - 12.2022
Master of Science - Industrial Engineering
Universidad De Concepción
05.2001 -
Bachelor of Science - Industrial Engineering
Universidad De Concepción
05.2001 -
Assistant Teacher - Simulation, Programming and SM
Universidad De Concepción
3 2021 - Current
Similar Profiles
Zoila CarrascoZoila Carrasco
Research Assistant at Universidad de ConcepciónResearch Assistant at Universidad de Concepción
Valeska Soto SierraValeska Soto Sierra
Research Assistant at Universidad Católica De La Santísima ConcepciónResearch Assistant at Universidad Católica De La Santísima Concepción
Yaritza N. Soto RecioYaritza N. Soto Recio
Utilization Management Coordinator at Hospital de la ConcepciónUtilization Management Coordinator at Hospital de la Concepción