Examples of Steven's Interactive Models
Mitigating the Spread of Communicable Diseases
Network diagrams have various practical applications. In this video, I illustrate how risk detection models can be combined with network diagrams to display the transmission of infectious diseases in the workplace.
Creating an MLB Team to Meet Multiple Objective Functions
In this video, I delve into additional applications of my MLB General Manager Dashboard. For a comprehensive understanding of the GM Dashboard, I suggest viewing Part 1 (link below) which dives deeper into the dashboard's optimization, prediction, and clustering models.
Using Player Insights to Predict Team Wins
Using optimization and machine learning models, we've developed a Tableau dashboard that maximizes the Boston Red Sox's team roster and starting lineup based on a number of team, position, and player constraints. This dashboard uses Tableau's external client integration to recalculate model output in realtime using an R-Server.
The Beauty is in its Simplicity and Power
Examples of Traditional Interactive Dashboards
Evaluating the Effectiveness of Student Assistance Programs Through A/B Test Dashboards
To effectively measure the outcomes of A/B tests, it's essential to establish a specific set of metrics and track them throughout the experiment. Steven was able to assist a struggling school district in monitoring the success of their student assistance programs, using these metrics to evaluate their effectiveness before scaling the programs to all schools in the district.
Interact with Steven's Dashboards
When possible, Steven makes his work available for others to interact with and build upon. However, it should be noted that due to limitations in connecting to Python and R servers on Tableau Public, advanced modeling functionality may not be available on shared dashboards.
Technical Expertise
Steven has a strong technical background in various data visualization tools including Tableau, PowerBI, Qlik, as well as Python libraries Matplotlib and Seaborn.