I teach mathematics, and I build the tools I teach with.

IB Math Hub

Web app · private virtual classroom for IB Mathematics

The problem

IB students juggle notes, practice, grades and a 20-mark Internal Assessment across scattered tools. Teachers cannot see where each student is stuck until a deadline has passed.

What I built

One signed-in classroom for my Analysis and Approaches SL and HL classes. Students join with a class code and get their own day plan, notebook, practice, progress view and gradebook.

Key features

• IA Studio: the Internal Assessment as 15 stages in four phases, from finding a focus to final submission
• Teacher feedback and approval at each stage, with a submission history
• Practice with hints, worked solutions and exam-style drills
• Auto-marked exit tickets, homework and quizzes, checked against known misconceptions
• Mastery tracked skill by skill for every student
• Built-in calculator and IB formula booklet
• Class calendar and source log for references
• Teacher side: marking queue, gradebook, automatic reminders and a data cycle view
• Personalised quizzes, an assessment studio and CSV export of marks

Status

Live and used by my IB classes, and improved continuously from what I see in lessons.

Result

In the November 2026 data cycle, all 99 of my IB students were on track for a grade 4 or above, against a department target of 60%. These are internal predicted grades from marked tests, quizzes and exit tickets. The same view breaks results down by exam paper and by IB command term, which tells me what to reteach.

Every class, student and piece of work shown is invented. No real student data appears.

Lesson deck and printables pipeline

Content system · Python · IB and Math 3

The problem

Writing a full lesson deck, a matching worksheet and an answer key by hand takes hours per lesson, and the three drift out of step.

What I built

A set of Python tools that produce a complete lesson from one source: the slide deck, the figures, the printed Do Now pack and a separate teacher answer key, all in one consistent design.

Key features

• Worked solutions set out line under line, as written on the board
• A working countdown timer on every slide
• Scaffolded and honors extension questions per lesson
• Quizzes exported to Canvas in QTI format
• Editable Word and print-ready PDF outputs
• Shared with my course team for every class

Miss Bee Maths: IB chapter packs

Published curriculum · IB DP Analysis and Approaches SL · TES shop

The problem

IB teachers spend evenings assembling a chapter from scattered slides, borrowed questions and no markscheme.

What I built

Complete, ready-to-teach chapter packs published under my own brand. Every question is original and written in IB exam style, so a teacher can teach, practise and assess a whole chapter from one download.

In each pack

• A full lesson deck, over 100 slides, with every step on click
• Do Now, teach-ins, worked examples and plenary for each lesson
• Exam-style exit tickets with markschemes
• A practice booklet with a full answer key
• A 60-mark unit test with a method, accuracy and reasoning markscheme
• A scheme of work for the whole chapter

Scale

The whole course is published: 13 chapters, 60 lessons and 13 unit tests, from Sequences and Series to Calculus and Kinematics.

Reception

Over 1,000 downloads and 3,000 views on TES, with a 5.0 average rating from 7 reviews.

Assessment design and data

Assessment · analytics

Assessment

IB-style unit tests, midterms and finals written to IB command terms with full markschemes, plus a student guide to the Internal Assessment. Informed by marking GCSE Mathematics for Pearson Edexcel.

Data

A Student Performance Analytics Dashboard built with SQL and Chart.js, and IB data cycles that compare results with grade descriptors to decide what gets retaught. I train colleagues to run the cycle themselves.