[project_index]

Projects

A focused index of systems, analytics work, and experiments that reflect how I approach real-world data and software problems.

Project [01] Plotly

Data Visualization Dashboard: US Student Absenteeism

Interactive map-based dashboard visualizing student absenteeism rates across the United States by disability status and race.

Interactive dashboard map showing absenteeism rates across the United States

Plotly CSS Render

Dashboard GitHub

Project [02] Python

Data Visualization: H-1B Visa Approvals Over Time

Seaborn-based time-series analysis of H-1B visa approvals in the United States, showing how approval volume changed over time.

Line chart showing H-1B visa approvals over time

Python Pandas Seaborn

GitHub

Project [03] Python

Mesa Arizona Outstanding Loans

Seaborn visualization exploring outstanding loan balances for the city of Mesa, Arizona to surface trend and distribution patterns in municipal debt data.

Bar chart showing outstanding loan balances for the city of Mesa, Arizona

Python Pandas Seaborn

GitHub

Project [04] Streamlit

Predictive Outcome Analysis (POA)

Machine learning project that predicts MMA fight outcomes from historical data.

Streamlit Machine Learning

Demo

Project [05] Bambi

Bayesian Modeling of UFC Rankings

Applied Bayesian Markov chain techniques with logistic regression to evaluate how well UFC rankings describe a fighter’s likelihood of winning.

Bambi ArviZ Pandas NumPy

Article Colab

Project [06] Python

Bookscraper

Data engineering project that takes book data from books.toscrape.com and stores it in a local SQLite database.

Python BeautifulSoup SQLite

Article GitHub

Project [07] NumPy

Game Theory Simulation

Monte Carlo simulation for optimizing fantasy basketball draft selection through the Colonel Blotto game framework.

NumPy Matplotlib Simulation

GitHub

Project [08] Flask

MPG API

RESTful API serving a neural network that estimates vehicle fuel efficiency from engine and model data.

Flask Keras Pandas SQLite

GitHub

Project [09] PySpark

Footwear Forecaster

Machine learning project using generalized linear regression and word embeddings to predict shoe prices with big-data tooling.

PySpark Databricks NLP

GitHub

Project [10] HTML

Portfolio Website

Portfolio site demonstrating frontend implementation skills across HTML, CSS, and JavaScript.

HTML CSS JavaScript

Hosted Site GitHub

Project [11] Analytics

Basketball Analytics & Visualization

Shot-quality analysis of NBA teams using custom metrics and visual exploration.

Analytics Visualization

GitHub