hwb2 | Learning
AI-augmented math tutoring with a human-led approach.
One-on-one support for grades 6–9, built on nine years in the classroom and sharpened by AI that works behind the scenes, never in place of a teacher.
Get early accessWhat it is
hwb2 | Learning is one-on-one math tutoring for students in grades 6–9. A real teacher leads every session. AI does the work behind the scenes (diagnosing gaps, shaping practice, tracking progress) so the time spent with a tutor stays focused, personal, and efficient.
How it works
1. Intake
Families share goals, availability, and any helpful context. No account required to get started.
2. Guided practice
Between sessions, students get targeted practice and fast feedback, so live time is spent where it matters most.
3. Progress visibility
Students and parents see what's improving, what's next, and where support is needed.
The approach
Human-led, AI-augmented.
A teacher runs the session; AI handles diagnosis and prep in the background. Students learn with a prepared person, not around a screen.
Short feedback cycles.
Practice, review, targeted next step: small loops that compound.
Progress you can see.
Clear signals for families, not vague reassurance.
Built to scale without lowering quality.
A system, not a hustle.
Featured work
Tools I built for my own classroom, before I built them for anyone else.

Sort Algorithm Visualizer
An interactive in-browser visualization of merge sort vs. selection sort, used in my classroom.
- React
- Generators
- SVG

BST Builder
An interactive binary search tree visualizer: balanced vs. degenerate builds, free insert, and an animated two-child delete.
- React 18
- SVG
- No build step

Student Sentiment Analyzer
An Apps Script that scores daily student wellness check-ins through Google's Natural Language API to surface students whose comments contradict their self-ratings.
- Google Apps Script
- Cloud Natural Language API
- Google Sheets

Seating Chart Generator
A custom GPT that builds classroom seating charts from IEP, 504, and behavior constraints, and explains every placement.
- ChatGPT
- Custom GPT Builder
- Google Sheets
Who it's for
Grades 6–9 math, from middle-school foundations through first-year high school (Math 1 / Algebra). Remote or in person.
About the tutor
Taught by William Berry, with nine years teaching math and computer science. Teacher, builder, translator.
Read the full bioGet early access
Pilot spots are limited. Add your info for early access and pilot updates.
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