HMG Academy brings together 10+ years of classroom experience and real-world data science skills — building tools, teaching students, and closing the gap between education and technology.
From structured classroom sessions to AI-powered exam tools — HMG Academy serves students at every level of their learning journey.
Live, structured sessions for JSS 1 – SSS 3 in Mathematics, Further Maths, Physics, Chemistry, and Computer Science. Built around how Nigerian students actually learn.
Learn more →A free, AI-powered Computer-Based Testing platform built entirely by HMG Academy. Timed exams, auto-marking, smart explanations, and student certificates — live now.
Open CBT Pro →Python, Pandas, Scikit-learn, and real ML projects — designed for beginners who want to break into data science the right way. Portfolio-first, career-focused.
See programme →Downloadable, WAEC/NECO-aligned lesson notes written by the same hand that teaches. Clear, structured, and free — because knowledge shouldn't have a paywall.
Browse notes →Personalised, focused sessions for students who need that extra attention. We identify gaps, address them systematically, and track progress honestly.
Book a session →Through HMG Concepts, we assist with WAEC, NECO, and JAMB registration — because preparation and paperwork should never get in the way of a student's future.
Get in touch →I started HMG Academy in 2015 from a simple conviction: that Nigerian students deserve teaching that is honest, rigorous, and student-centred. Over a decade later, that conviction hasn't changed — but the tools I use have grown enormously.
Today I am simultaneously an educator and a practising Data Scientist, building machine learning models, creating AI-powered EdTech tools, and documenting the whole journey publicly. CBT Pro — the exam platform powering this academy — was built entirely on an Android tablet. That is the kind of builder I am.
"If you can think through a problem clearly, you can find a solution — even in unfamiliar territory. That is the same lesson I bring to every student I teach."
BSc/Ed Computer Science Education, Lagos State University (2023) · Taught at HMG, Fredaks, Anchor Heights, Dave Model School, Roas Model School, Lifeline, De Glorious, Ennycharles, and more.
Every tool here was born from a real classroom problem. Free to use, openly documented.
A full computer-based testing system with timed exams, per-student randomisation, AI explanations, auto-marking, and certificate generation. Built in Vanilla JS on an Android tablet. Powered by Supabase.
A Streamlit dashboard with 4 interactive tabs — score summaries, at-risk threshold alerts, topic analysis, and question-level breakdowns. Designed for Nigerian secondary school teachers.
Random Forest + SHAP model trained on Nigerian secondary school data. Identifies at-risk students before exams — supports single-student and batch CSV modes.
An LLM-powered advisory system combining ML classification, SHAP explainability, and Claude AI for personalised student performance recommendations. In active development.
Testimonials from students and parents across Lagos and Ogun State.
📌 Add a real testimonial here — paste a review from a student, parent, or colleague.
📌 Add a real testimonial here — paste a review from a student, parent, or colleague.
📌 Add a real testimonial here — paste a review from a student, parent, or colleague.