Juanita Ramirez Email & Phone Number

United States

Orlando, Florida, United States

• Captured data using SQL programming for internal control and billing audit reports.
• Optimized and automated template maintenance, reducing templates in the billing department quality department.
• Analyzed processes and billing segment calculations, utilizing advanced Excel features and VBA code to improve efficiency.
• Incorporated feedback from multiple departments to ensure final products are effective and secure.

• Generate descriptive statistics reports in Excel for patient satisfaction surveys and create data visualizations for demographic information using Power BI.
• Managed Electronic Health Record (EHR) system (Cerner) to generate statistical reports for workflow improvement.
• Created projects to enhance clinician workflow and trained scribe workforce on Cerner EHR usage.
• Analyzed data to standardize internal protocols and improve statistical reporting processes at Shepherd's Hope.

Orlando, Florida, United States

• Explored the correlation between environmental and human activity factors contributing to forest degradation and land use in the Brazilian Amazon.
• Utilized Tableau, Matplotlib, and Python for data visualization. Created parallel coordinate graphs, heatmaps, maps, and small multiples to identify the most impacted states.

Orlando, Florida, United States

• Developed models to forecast key financial metrics for multiple companies over several years.
• Utilized Scikit-learn, pandas, and x-array for data preprocessing and analysis. Implemented data windowing techniques to segment time series data.
• Models Used: Applied regression techniques, including Ridge Regression and Lasso Regression, as well as advanced time series models such as 1D-Convolutional Neural Networks (1D-CNN) and Multilayer Perceptron (MLP).

Orlando, Florida, United States

• Developed predictive models to determine mortality in breast cancer patients.
• Utilized R for data analysis, implementing Logistic Regression, Random Forest, and XGBoost algorithms.
• Applied Principal Component Analysis (PCA) to reduce the dimensionality of the dataset.

Orlando, Florida, United States

• Employed Gephi, Python, NetworkX, and Julia to analyze and visualize the chord progressions network.
• Visualization: Proposed and created a spiral visualization to illustrate the density of the network.
• Analyze the structure, density and robustness of the chord progression network.

Orlando, Florida, United States

• Developed an Agent-Based Model (ABM) to simulate the dynamics of revenge in a social network environment, focusing on factors that escalate conflicts into full-scale wars.
• Utilized the Barabasi-Albert model for the network environment, Julia programming language, and Agents package to construct and analyze the simulation.

Ibagué, Tolima, Colombia

• Guided students to complete assignments, identify lagging skills, and correct weaknesses.
• Supported and motivated students with helpful study habits and exam strategies.

Ibagué, Tolima, Colombia

• Planned, modified, and executed research techniques and procedures.
• Compiled data into reports and disseminated to supervisor for review.

Master Of Science - Ms, Data Analytics - Big Data

Data Scientist With Python

Bachelor'S Degree, Mathematics And Statistics

Certificate, Logic

Activities and Societies: Peirce seminarI participated in the Peirce seminar at the university of Tolima, which was about mathematical.

600 Hours, English

Certification of B2 level in English.

Certificate, Mathematics

Activities and Societies: Un evento de matemáticasI attended the congress of mathematics at the national university of Colombia.

Certificate, Applied Mathematics

Activities and Societies: Seminar on Applied Mathematics32 Hours