Jose Varona-Santana
Miami,FL
Summary
Innovative data scientist with a robust background in machine learning, statistical analysis, and predictive modeling. Skilled in translating complex datasets into actionable insights that drive decision-making and business strategy improvements. Demonstrates strong problem-solving abilities and mastery of Python, R, SQL, and data visualization tools. Previous work has led to significant enhancements in operational efficiency and revenue growth through data-driven strategies.
Overview
6
6
years of professional experience
Work History
Lecturer - Mathematics, Probability & Applied Statistics
University of Miami & Miami Dade College
01.2024 - Current
- Delivered engaging undergraduate instruction in calculus, statistical reasoning, and applied mathematical modeling, fostering critical thinking and problem-solving skills.
- Integrated open-source tools such as Python and R, along with Excel-based modeling, to enhance students' practical understanding of mathematical and statistical concepts.
- Designed and implemented data-driven coursework that emphasized real-world applications of probability, statistics, and analytics.
- Supervised and mentored student capstone projects focused on applied analytics and mathematical modeling, guiding students through data collection, analysis, and interpretation.
- Developed innovative teaching strategies to support diverse learning styles, resulting in improved student engagement and performance across quantitative disciplines.
Graduate Researcher - Bayesian Modeling & Simulation
Centro de Investigación en Matemáticas A.C.
01.2019 - Current
- Designed and implemented simulation frameworks to support uncertainty quantification and probabilistic decision-making in complex systems.
- Built scalable Bayesian inference pipelines, enabling robust analysis and modeling under multi-dimensional constraints.
- Automated quality assurance processes and reproducibility workflows using Python and Excel/VBA, improving efficiency and data integrity.
- Communicated technical findings to cross-functional research teams, fostering collaboration and informed decision-making.
- Contributed to the development of peer-reviewed technical manuscripts, translating advanced modeling results into publishable insights.
Education
Ph.D. - Applied Mathematics
Centro de Investigación en Matemáticas A.C. (CIMAT)
Mexico05.2025
M.Sc. - Applied Mathematics and Statistics
Universidad Autónoma de Guerrero
Mexico01.2019
B.Sc. - Mathematics
Universidad de las Villas
Cuba01.2015
Skills
- Bayesian modeling
- Statistical analysis
- Data visualization
- Python programming
- Critical thinking
- Mathematical modeling
- Research methods
- Analytical skills
- Data analysis
- Quantitative reasoning
- Linear algebra
Technical And Analytical Skills
Cost-effectiveness Analysis, Budget Impact Modeling, Statistical Modeling & Simulation, Bayesian Inference & Forecasting, Scenario & Sensitivity Analysis, Python, R, SQL, Excel (advanced), VBA, NumPy, SciPy, Seaborn, Matplotlib, Git, Jupyter, LaTeX, Stata (in view), PowerPoint, MS Word
Languages
English
Full Professional
Spanish
Native/ Bilingual
Accomplishments
- Graduate with Honors from Universidad Central de Las Villas
- Graduate with Honors from Universidad Autonoma de Guerrero
Publicitations
- https://doi.org/10.48550/arXiv.2501.19370
References
References available upon request.
Timeline
Lecturer - Mathematics, Probability & Applied Statistics
University of Miami & Miami Dade College
01.2024 - Current
Graduate Researcher - Bayesian Modeling & Simulation
Centro de Investigación en Matemáticas A.C.
01.2019 - Current
Ph.D. - Applied Mathematics
Centro de Investigación en Matemáticas A.C. (CIMAT)
M.Sc. - Applied Mathematics and Statistics
Universidad Autónoma de Guerrero
B.Sc. - Mathematics
Universidad de las Villas
Similar Profiles
LAUREA RAMBEAU, PH.DLAUREA RAMBEAU, PH.D
Adjunct Humanities Professor at Miami Dade College And St Thomas UniversityAdjunct Humanities Professor at Miami Dade College And St Thomas University
Daniela Hernandez Del RosarioDaniela Hernandez Del Rosario
Chemistry Tutor at Miami Dade College MiamiChemistry Tutor at Miami Dade College Miami
Sophia BrownSophia Brown
Instructor at Miami Dade College MiamiInstructor at Miami Dade College Miami