Building data-driven systems that reduce operational friction and improve organizational efficiency.

Predictive Modeling of Social Demographics & Birth Outcomes

Applied OLS, Poisson, and multinomial logistic regression to analyze and predict birth outcomes and demographic patterns.

Tools: Python, Statsmodels, Regression Analysis

Time Series Analysis & Model Refinement

Built linear and quadratic forecasting models and tested for serial correlation while improving model reliability using resampling techniques.

Tools: Python, Time Series, Statistical Testing

Sale Price Prediction Model

Developed a multiple linear regression model to predict housing sale prices while evaluating model significance and performance.

Tools: Python, Regression, Data Analysis

Logistic Regression Model

Built a classification model using thoracic surgery data to predict post-surgery survival outcomes.

Tools: Python, Classification, Data Preprocessing

Climate Data Analysis

Explored non-anthropogenic climate factors through statistical analysis of sunspot activity and magnetic data.

Tools: Statistical Analysis, Data Exploration

PDF Workflow Checker

Early-stage workflow validation system focused on reducing manual review errors and improving operational processing efficiency.

Status: In Development

Data Analytics

Exploratory analysis, forecasting, predictive modeling, and business intelligence solutions.

Workflow Optimization

Identifying inefficiencies, reducing operational friction, and improving process efficiency.

Automation & Reporting

Building tools and workflows that reduce repetitive manual work and improve information visibility.