Data Analytics & Insights

Transforming raw data into actionable business intelligence

Data Analytics Services

Economic & Financial Analysis

Time series analysis of economic indicators, forecasting models, and correlation studies for financial insights and market trends.

Interactive Visualizations

Custom dashboards and interactive charts that transform complex datasets into compelling visual stories for better understanding.

Machine Learning Applications

Full-stack applications with integrated ML models for real-time predictions, featuring interactive dashboards and user-friendly interfaces.

Featured Data Projects

EPL Goals Analysis

Completed
Premier League Goals Scored Analysis

Statistical analysis of English Premier League goals scored patterns, examining team performance trends and identifying factors that contribute to goal-scoring success across seasons.

Finding: Top-5 clubs account for 40%+ of all goals; home advantage effect quantified across 10 seasons. Built with Pandas + Matplotlib in a reproducible Jupyter notebook.

Python Pandas Matplotlib mplsoccer

Economic Analysis

Completed
US Economic Indicators Analysis

Comprehensive analysis of key US economic indicators including GDP, unemployment rates, and inflation trends. Time series forecasting and correlation analysis for economic insights.

Method: ARIMA-based time series forecasting on FRED data; Plotly interactive charts reveal correlations between inflation and unemployment across economic cycles.

Python Time Series Plotly Statsmodels

Social Impact Analysis

Completed
Cumberland County Homeless Data Analysis

Data-driven analysis of homelessness patterns in Cumberland County, examining demographic trends, resource allocation, and key factors to inform policy decisions and resource planning.

Impact: Identified veteran and youth populations as most underserved segments; regression analysis surfaced seasonal shelter gaps. Findings packaged as a policy brief using R + ggplot2.

R ggplot2 Statistical Analysis

Tools & Technologies

Data Insights
Python Pandas NumPy Scikit-learn Power BI
Machine Learning
TensorFlow PyTorch Statsmodels XGBoost LightGBM Decision Trees
Dashboards
Seaborn Matplotlib Plotly Streamlit Power BI mplsoccer
Database Management
PostgreSQL MySQL KQL

Ready to Collaborate?

Let's discuss how data analytics can drive your project forward. From exploratory analysis to predictive modeling, I'll help you unlock actionable insights from your data.

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