Data Science & Program Development

Python applied to Bank Marketing

AI / Machine Learning Models

Python and related libraries were used to generate machine learning models that analyzed the Portuguese Banking data from UCI. Exploratory Data Analysis (EDA) was applied to train the data, as well as PCA and feature engineering to identify client characteristics of those most likely to purchase bank products.

More details at Medium.com

Random Quotes

A leadership consulting firm needed an engaging app. This “Random Quote” generator was created and implemented. Engagement on the website increased quickly. Created with HTML, JavaScript and CSS.

This app is easily customizable and designed to improve engagement on any website or platform. 

Random Quotes
Phrase Finder Game

Phrase Finder Game

This application is similar to the game show, “Wheel of Fortune.” Designed to be customize for any client. This engaging app combines ed tech research and web development using HTML, Javascript & CSS.
Higher Ed Health Care Program


This example is a part of a Higher Ed Health Care program.

Project managed the development in a professional studio with actors, voice-over talent along with HTML, CSS, JavaScript, Adobe Premier, Illustrator, Photoshop, Captivate, Articulate Storyline, and other tools.

A thorough needs analysis was applied to design & develop the required competencies, learning objectives, lessons, teaching resources and assessments.

After several iterations from UI & UX testing, the app successfully launched in a LMS.

UMA online learning module