The Story Behind HMG Academy

One educator. One data scientist. One mission: build tools and teach lessons that actually matter to Nigerian students.

The Founder

Adewale Samson Adeagbo

I wear two hats — and I wear both deliberately. Being a teacher makes me a better data scientist. Being a data scientist makes me a better teacher.

🏫

The Educator

Over 10 years in Lagos and Ogun State classrooms, teaching the subjects that most students fear: Mathematics, Further Mathematics, Physics, Chemistry, and Computer Science. I've seen what works, what doesn't, and where the real gaps are.

  • Taught at 15+ secondary schools across Lagos and Ogun State
  • Platform experience: Tuteria, Gate Academy, DoLessons, Prepclass
  • BSc/Ed Computer Science Education, Lagos State University (2023)
  • Developed CBT exam question banks for Klacify platform
  • Founder, HMG Concepts (His Marvellous Grace Educational Consult) — 2015
  • Diploma: Piano & Music Theory, Rotop Music Academy (2013)
📊

The Data Scientist

Transitioning from a decade of teaching into applied data science — not because I left education, but because I found that data science gives me more tools to serve it. I build ML models, write clean notebooks, and document every step publicly.

  • Python (NumPy, Pandas, Scikit-Learn, Matplotlib, Seaborn, SHAP)
  • Machine Learning: Classification, Regression, NLP, Ensemble Methods
  • Tools: SQL, Power BI, Tableau, Streamlit, Git/GitHub, Jupyter
  • Certifications: 3MTT Data Science, Youthrive, Digital Skillup Africa, AI Fundamentals
  • 8+ portfolio projects, all publicly on GitHub
  • Self-identifies as an AI-Augmented Solutions Developer
The Honest Version

What Nobody Usually Says

I started HMG Academy in 2015 because I believed students in Nigerian secondary schools deserved more than rote learning and exam pressure. Ten years on, that belief is the same — but the tools have changed dramatically.

The path into data science wasn't glamorous. There was imposter syndrome — still is, honestly. There were nights learning Pandas after full teaching days. There was building CBT Pro on a tablet because that's what I had. But every project, every model, every notebook I shipped publicly was both proof of work and a lesson in itself.

I approach data science the same way I approach maths teaching: from first principles, step by step, with no shortcuts. If a student can't follow it, the explanation isn't good enough yet. That philosophy shapes every notebook I write and every tool I build.

"Data science taught me that if you can think through a problem clearly, you can find a path to a solution — even in unfamiliar territory. That is the same lesson I bring to every student I teach."

HMG Academy is the intersection of both worlds: a teaching brand that builds technology, and a technology brand that never forgets its students. Everything here — the CBT platform, the performance trackers, the ML models — was made to solve real problems I encountered in real classrooms.

Portfolio Highlights

Data Science Projects

Every project is publicly documented, professionally structured, and honestly presented — including the failures.

R²=0.855
NeuroWell Burnout Predictor

Gradient Boosting regression · RMSE=0.072 · HR analytics

GitHub →
AUC=0.939
TruthLens Fake News Detector

NLP · XGBoost · TF-IDF · Acc=86.75% · 3MTT Capstone

GitHub →
5 Models
Income Level Prediction

UCI Census · Random Forest · SMOTE · Classification

GitHub →
SHAP
Student At-Risk Predictor

RF + SHAP · Nigerian school data · Batch + single-student modes

GitHub →
AUC=0.868
Bank Customer Churn

Gradient Boosting · F1=0.609 · Churn prediction

GitHub →
AUC=0.891
Yakub Staff Promotion

Random Forest · F1=0.411 · HR classification

GitHub →
Journey

How We Got Here

2013
Diploma: Piano & Music Theory
Rotop Music Academy. An early proof that learning systems transfer — the same discipline applied later to coding and data science.
2014
Early Technical Foundation
Diplomas in System Data Management, Desktop Publishing, and Computer Engineering — before teaching was the plan.
2015
HMG Concepts Founded
His Marvellous Grace Educational Consult was registered. The seed of what would become HMG Academy, with exam registration and tutoring as core services.
2015–2024
A Decade in Classrooms
Teaching Mathematics, Further Maths, Physics, Chemistry, and Computer Science across 15+ schools in Lagos and Ogun State. Also on Tuteria, Gate Academy, DoLessons, and Prepclass.
2023
BSc/Ed — Computer Science Education
Graduated from Lagos State University. Formal academic grounding in both computing and education — a rare combination.
2024
Data Science Career Transition
3MTT Certification, multiple portfolio projects shipped. CBT Pro built and deployed. LinkedIn presence established. Portfolio growing publicly on GitHub.
Now
Building at the Intersection
HMG Academy as a fully live platform. AI-powered Student Performance Advisor in development. Every project documented. The journey is public — and honest.
Skills

What I Work With

🐍 Python Stack

Pandas NumPy Scikit-Learn SHAP Matplotlib Seaborn Streamlit Plotly

📊 Data & Analytics

SQL Excel Advanced Power BI Tableau Supabase

⚙️ Engineering

Git / GitHub Jupyter HTML5 / CSS3 JavaScript Acode (Android)

🏫 Teaching

Further Maths Mathematics Physics Chemistry Computer Science
Schools Served
His Marvellous Grace Fredaks Anchor Heights Dave Model School Roas Model School Lifeline De Glorious College Ennycharles Chrisville Angel HS Adebest God of Seed Academy + more
The Parent Organisation

HMG Concepts

HMG Concepts — His Marvellous Grace Educational Consult — was founded in 2015 and is the parent company of HMG Academy. Beyond teaching, HMG Concepts handles exam registration (WAEC, NECO, JAMB), organises social edutainment events, and serves as the commercial and administrative backbone of everything under the HMG brand.

Visit HMG Concepts →

Ready to Work Together?

Whether you're a student, parent, school, or fellow educator — there's a place for you in the HMG ecosystem.

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