Syllabus map
Tie the session to the lecture sequence, problem set, or exam objective in front of the student.
Make limits, derivatives, integrals, and graph behavior feel connected instead of memorized.
Curriculum scaffold
Every session builds on the last one — your nerd knows where you are on this path and picks up exactly there.
Tie the session to the lecture sequence, problem set, or exam objective in front of the student.
Identify the prerequisite idea that is making the current assignment feel harder than it should.
Work through representative problems while naming the method and decision point each time.
Convert the worked example into a study note and a practice prompt for later review.
Nerd match

Calculus
Limits, derivatives, and integrals that finally connect.
Also teaches German · Chemistry · AP Chemistry

Calculus
I build the intuition first, so the rules stop feeling random.
Also teaches Physics · AP Physics · Earth Science

Calculus
Calculus as a few big ideas you can actually picture.
Also teaches Physics · AP Physics · Engineering Foundations

Calculus
I make calculus feel like motion you can reason about.
Also teaches AP Calculus AB · Statistics · SAT

Calculus
Limits, derivatives, and integrals that finally connect.
Also teaches Algebra · Trigonometry · Statistics
Your nerd remembers which concepts, examples, and uploaded docs belong to this pathway.
Every session updates what you've seen, practiced, missed, and mastered.
The same subject, tuned to you — different pacing and examples for middle school, AP, college, or career.