Data Scientist & Engineer | Real Estate Investor | Search & Rescue Volunteer

I’m a Colorado-based data scientist and engineer, real estate investor, and volunteer search and rescue member. I blend my diverse technical skills and personal passions to build unique, real-world projects.

github: @vanduinenmo17contact

Selected work

Independent projects

PropInsights

Closed source · In development

Property intelligence for independent real estate investors.

An end-to-end platform that transforms fragmented public property data into searchable investor-focused datasets, interactive maps, and downloadable property lists.

View details

Professional work

Selected closed-source work at S&P Global Energy

Gaslytics

Closed source · In production

Map of the United States natural gas pipeline system

Leading supply and storage development for a natural gas modeling system.

Led supply and storage model development and contributed to demand models in a system focused on historical modeled natural gas data, with some forecasting.

View details

NGL Models Migration

Closed source · In production

Migrating R models to Python on Databricks.

Architected the new Databricks pipeline and migrated legacy R models to production Python and PySpark, with documentation, logging, and Airflow orchestration.

View details

Coal Models Migration

Closed source · In production

Migrating MATLAB models to Python on Databricks.

Architected the new Databricks pipeline and migrated legacy MATLAB models to production Python, using Genie for code generation.

View details

Integrated Supply Forecast

Closed source

Illustrative well production curve: a brief rise to peak production followed by a steep decline and a long taper over the well’s life

Long-term production forecasts with analyst-controlled scenarios.

Built a long-term production forecast across about 150 US and Canadian regions, then rebuilt the MATLAB pipeline and analyst GUI in Python, pandas, and Streamlit.

View details