Consulting Clients

A selection of recent and past clients served through Algostream Consulting. Many projects involve machine learning, adaptive systems, educational analytics, and AI-driven decision support.

Excelsior University (Albany, NY) — 2024–Present

Designing AI-powered educational tools: personalized student-advisor-faculty recommender systems, agent-based teaching assistants, and learning prediction pipelines using advanced ML architectures.

Be The Match / National Marrow Donor Program (Minneapolis, MN) — 2020–2022

Developed an optimal donor/patient matching algorithm and recommender pipeline for hematopoietic stem cell transplants, using predictive modeling and real-time constraints.

Thrivent Financial (Minneapolis, MN) — 2016–2019

Built dynamic control and optimization models for real-time business intelligence and financial service decisioning.

Bio-Key International (Saint Paul, MN) — 2013–2016

Designed high-speed fingerprint matching algorithms used by the FBI, improving accuracy and performance for large-scale biometric systems.

Hill-Murray School (Saint Paul, MN) — 2020–2024

Worked on adaptive learning and student analytics in a private high school setting.

Math Star (Minneapolis, MN) — 2000–2004

Designed fast Galois arithmetic-based digital signal processing algorithms for Math Star's proprietary microprocessor

If you're interested in how similar solutions could apply to your domain, feel free to get in touch.