STEM tutor in Madison, WI & online

STEM tutoring in Madison and online, from algebra to AI.

One-on-one STEM tutoring for high school, college, and graduate students, from algebra and AP Biology to calculus, Python, data science, and AI. A systems-engineering approach makes hard material more organized: we track performance, find recurring error patterns, and adjust practice based on what the student’s own work shows.

Applied mathematics Biomedical engineering Medical AI research

Subjects

A wide STEM range, taught for understanding.

Don't see your exact course? Reach out. This list is a sample, and most quantitative and science courses are a good fit.

Mathematics

Algebra Precalculus Calculus I–III Linear Algebra Differential Equations Discrete Math Graduate-level math

Statistics & Data

Probability Statistics Biostatistics Data interpretation Regression & modeling Experimental design

Biology & Medicine

AP / IB Biology Cell & molecular Genetics Physiology Anatomy Premed science

Physical Sciences

Chemistry Biochemistry Physics Lab reasoning

Coding & AI

Python Data analysis Machine learning PyTorch Deep learning Computer vision Medical AI Research workflows

Research & Skills

Scientific reasoning Literature reading Study systems Coding for research

A systems-engineering feedback loop

Build the map, test it, and improve it.

Students often struggle not because they are incapable, but because the material was presented as disconnected facts or because the same hidden error keeps repeating. We build a conceptual map, collect evidence from the student’s work, identify patterns, and use those findings to choose the next explanation or practice task.

  • Track concept gaps, reasoning errors, strategy choices, and follow-through
  • Look across assignments and exams for repeatable patterns, not isolated misses
  • Turn each pattern into a focused practice plan and a clear next step
  • Review new evidence and refine the approach when a strategy is not working
A calm study desk with microscope, laptop showing code and graphs, and a notebook

Common questions

Tutoring, answered.

What levels do you tutor?

High school, college, and graduate students, including AP and IB coursework, undergraduate math and science, and many graduate-level math and quantitative courses.

Can you help with my specific class and professor?

Yes. Sessions adapt to your exact syllabus, textbook, assignments, and exam schedule, so the help lines up with what your course actually requires.

My subject isn't listed. Is that a problem?

Probably not. The list is a sample; most quantitative and science courses are a good fit. Send me the course details and I'll let you know honestly whether it's a match.

Now accepting a small number of students

Ready to get started?

Book a free consultation and we’ll find the right plan for your goals, timeline, and learning style, virtual anywhere, or in person around Madison.