NORTH IDAHO COLLEGE
Data Science for Math Education Center
Sping 2024-Present
I am preforming an analysis of several years of tutoring logs from the schools' Math Education Center. Patterns we are seeking to gain insight from include:
Year-over-year compairision of usage adjusted for enrollment size.
Daily usage versus staffing rates
Usage patterns within a semester for budget planning purposes
Effects on placement data due to bootcamps offered
Effect of tutoring on class grades
This Data Science/Python Performance model uses Python code to integrate tutor log data with gradebook data for the Math Education Center providing actionable output. I built an ETL pipeline from CSV to Excel via Python data tools (Pandas, Matplotlib, scikit-learn, plotly…) I ran the cleaned, merged data through ML models to analyze the impact of tutoring on final grades. I created dashboards in Power Bi and presented division-level stats for the program review.
Business Analytics and Decision Making
This project involved programming a Microsoft Excel Impact calculator for Research and Development tax credit decision making. As a functional program, the calculator includes a 5-stage binary logic tree for qualification requirements relative to different sub-options and elections in order to quickly compare and select the variation of maximal benefit. It also includes a fixed-base percent calculation which involves ratios of running averages of R&D expenses to gross receipts for specific years up to 40 prior tax years.
ARCHER STRATEGIC ADVISORS (REMOTE)
CHESTERTON SCHOOLS NETWORK (REMOTE)
Director of Math Education
2023-present
I am writing lesson plans and reordering the sections of topics to take a more historically approach to the highschool math sequence. I am integrating technology and visualization where needed. I report directly to the Head of Curriculum for the Chesterton Sch0ols Network. Below is a working outline of our plan:
1st year: Quadrivial and Analytical Geometry: This course begins with classic Euclidian geometry as taught from The Elements, before moving on to analytical geometry covering linear equations and systems, right triangle trigonometry and basic vectors.
2nd year: Quadrivial Arithmetic and Music: This course orients students to the important role of mathematics in western culture (beyond its current STEM focus), while still giving introductory practise in the algebraic manipulation ultimately needed for Calculus.
3rd year: Foundations of Calculus before Newton: The usual ”precalculus” algebra not already covered in year 2 is integrated into an exploration of the historical groundwork of Calculus as expressed in Geometry and Physics.
4th year: Formal Calculus After Newton: Having established an interest in and motivations for Calculus, we teach the needed practical computations and systematic foundation here.
NORTH IDAHO COLLEGE
Innovative
Curriculum
Design
I created a new interdiciplinary course titled The Mathematics and Aesthetics of Musical Tuning. To create the course I had to write much of my own book and build many of the learning tools including digital and hands-on manipulatives I needed to teach it.
I have been curious about musical instrument construction and subsequently tuning for more than twenty years. Curiosity bred inquiry and inquiry bred much reading and hours of experimental computations. Grids and grids of spreadsheets to make the eyes glaze over. But these grids were different; they were in the service of a higher goal: a means to an end. If they had become my end, an end stuck in the means, then I would not be writing this. Never in all of this was there an assignment, no carrots, no sticks, just a soul loving the beauty it was uncovering and rediscovering. The Quadrivium has a way of doing that. It is pure but it isn’t stark or discretely categorical; it is beautifully baroque. It is self-consistent, but it isn’t coldly logical. It’s a fractal peeking at infinity not a grid tallying parts.
Inspired by an ancient philosophy course I was auditing and a talk the philosophy club invited me to give, I took action.
PEARSON PUBLISHING (REMOTE)
Math Visualization Consultant
I was hired to provide expert suggestions on types, placement, and interactive content details for new animated visualizations within a new e-book edition of the award winning textbook, A History of Mathematics by Dr. Victor Katz. I also built prototypes of many of the interactives.
NORTH IDAHO COLLEGE