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About Me
I’m Jérémie Mabiala, an AI master’s student in the African Master in Machine Intelligence (AMMI) program at AIMS Senegal.
I hold a Master’s in Mathematical Sciences from Stellenbosch University and AIMS South Africa (Feb 2024), where I focused on Mathematical Statistics and Functional Data Analysis. My thesis, Gaussian Processes for Multivariate Functional Data, is available in the AIMS Archive.
Previously, I earned a Bac+5 in Mathematics from the University of Kinshasa, graduating in the top 5% with “Grande Distinction.” I also served as a assistant lecturer for about one year.
My interests span mathematics, the theory of machine learning and deep learning, mathematical modeling, Optimization,Computer Vision, Natural Langiage ProcessingLLMs, and reinforcement learning, and their potential applications. I’m also a hobbyist developer and an apprentice writer.
Site updates are in progress. For inquiries, please get in touch.
Education
Education
Formal training focused on AI, mathematical sciences, and rigorous problem solving.
MSc in Artificial Intelligence
2024 – Present
African Institute for Mathematical Sciences (AIMS), Senegal
MSc in Mathematical Sciences
2023 – 2024
Stellenbosch University & AIMS South Africa
Awarded the fully funded AIMS scholarship for academic excellence.
BSc in Mathematics
2015 – 2021
University of Kinshasa, Kinshsas, DR Congo
Focus Areas
NLP
Computer Vision
MLOps
Biostatistics
Mathematical Modelling
Network Analysis
Data Analysis
Statistical Modelling
Advanced Python
Probability
Statistics
Databases
Systems Management
Programming
Algorithmics
Optimization
Key Coursework
Deep Learning
Foundation Models
Probabilistic ML
Advanced Optimization
Biostatistics
Mathematical Modelling
Network Analysis
Data Analysis
Statistical Modelling
Advanced Python
Resume
Relevant Experience & Skills
A snapshot of roles, projects, and tools I use day-to-day.
Teaching Assistant in Machine Learning
Feb 2025 — Present
AIMS, Senegal
Conducted intensive bootcamps in the following key subjects: Advanced Linear Algebra , Python Programming , and PyTorch.
Assistant lecturer
2022 — 2023
University of Kinshasa • School of Maths, Statistics, & Computer Science
Taught undergraduate courses in Real Analysis and Linear Algebra. Designed curriculum materials, graded assignments, and provided academic support to students pursuing degrees in mathematical sciences.
Core Skills
Python
FastAPI
PyTorch
TensorFlow
NLP
Time-series
Statistics
JAX
Pandas
Docker
Links
News & Updates
My recent updates.
September 2025
Our Paper Is Accepted And Published
Our paper “Interpretable Property Insurance Premium Prediction Using Machine Learning Models” has been accepted and p...... more
February 2025
African Masters in Machine Intelligence (AMMI) Fellowship
I was awarded a fully funded fellowship to mentor and teach young generations of African researchers in Machine Learn...... more
Current Project
Mathematics for Data Science
Linear Algebra with Python
I am currently writing a comprehensive book on Linear Algebra for Data Science, combining mathematical theory with practical Python implementations...
In Progress
75% Complete
Archive
More News & Updates
Additional achievements and milestones from my academic journey.
2022
AIMS Scholarship
I was awarded a fully funded Master Student scholarship to study Mathematics at Stellenbosch University & AIMS So...... more
Latest writing
Recent Posts
Fresh notes on machine learning, statistics, and engineering.
Building Simple, Clean Websites
Why simplicity and cleanliness in web design often beats complexity - lessons from rebuilding my personal website.
The Future of AI in Africa: Opportunities and Challenges
Exploring the transformative potential of artificial intelligence across African contexts, addressing unique opportunities, challenges, and the path toward inclusive AI development.
Understanding AIC and BIC. A Guide to Model Selection in Statistical Learning
AIC (Akaike Information Criterion) and BIC (Bayesian Information Criterion)
Selected work
Recent Projects
A few builds and experiments I’m proud of.
AI for Healthcare in Rural Settings
Developing accessible AI diagnostic tools for healthcare workers in resource-limited environments across Africa.
Aura: AI-powered mobile app
A small mobile app developed with React Native and OpenAI APIs to generate human-like images.
Aura: AI-powered mobile app v2
Enhanced version of the AI-powered mobile app with improved features for generating human-like images.
Aura: AI-powered mobile app v3
Latest version of the AI-powered mobile app with advanced features for generating human-like images.
Get in touch
Contact
Currently based at AIMS Senegal in Mbour. Let's connect and collaborate.
Phone
Location
African Institute for Mathematical Sciences
Mbour, Senegal