Jeremy N. Mabiala
AI Enthusiast

Hello, I'm
Jérémie N. Mabiala

AI/ML enthusiast, Mathematician.

From Pure Math background to Artificial Intelligence, I'm currently a resident tutor in Artificial Intelligence at the African Masters in Machine Intelligence (AMMI) program

About Me

About Me

Hi there! I'm Jérémie 👋. I am an AI enthusiast and mathematician passionate about the intersection of theoretical mathematics and practical AI applications

Jérémie N. Mabiala

Jérémie N. Mabiala

AI Researcher & Mathematical Scientist

Senegal
Available for collaboration

Welcome! I am Jérémie N. Mabiala. If you're from an English-speaking culture, you can call me Jeremy. I am currently a resident tutor in Artificial Intelligence at the African Masters in Machine Intelligence (AMMI), a pan-African flagship master's program in Artificial Intelligence founded by Google and Meta, hosted at the African Institute for Mathematical Sciences (AIMS) Senegal.

Before that, I graduated from Stellenbosch University and AIMS South Africa in February 2024 with a Master's degree in Mathematical Sciences. I worked on Mathematical Statistics, specifically Functional Data Analysis. My master's thesis is titled Gaussian Processes for Multivariate Functional Data, and it is available at the AIMS Archive.

I also hold a Bachelor's degree (equivalent to Bac +5) in Mathematics from the University of Kinshasa, the Congo's leading university. There I graduated in the top 5% in my department with "Grande Distinction" (the Congolese equivalent of Summa Cum Laude). During my time there, I worked on Functional Analysis, which was my early math interest, and I served as a teaching assistant and subsidiary lecturer for two years.

I am passionate about teaching, gaining knowledge, and sharing it with others. 🤝 I am particularly interested in Mathematics, Theoretical Aspects of Machine Learning and/or Deep Learning and their applications. My interests also extend to Mathematical Modeling, Functional Data Analysis, Large Language Models, and Reinforcement Learning.

Personal Note

I am a hobbyist developer and an apprentice writer. I like to keep myself curious about technologies and history. When I'm not doing math or training neural networks, you'll find me reading and exploring technologies, posts on X, or listening to music and podcasts.

Languages

FrenchNative
EnglishFluent
LingalaNative

Academic Journey

Current - AMMI Tutor

African Institute for Mathematical Sciences, Senegal

Feb 2024 - 2025 - MSc in AI

AMMI, African Institute for Mathematical Sciences, Senegal

Mars 2023 - Mars 2024 - Master's Degree

Stellenbosch University & AIMS South Africa

Bachelor's Degree

University of Kinshasa, Congo

Let's Connect!

I'm always excited to discuss AI, mathematics, and potential connections.

📧 jeremie at aims.ac.za || 📧 jeremy at aimsammi.org

Get in Touch

I'm currently updating this website. Feel free to reach out for any inquiries!

Latest News

Latest News

Stay updated with my recent activities, research, and achievements

Accepted into the African Masters in Machine Intelligence (AMMI) Program
Featured
New
Academic
2024-03-15
Accepted into the African Masters in Machine Intelligence (AMMI) Program
Excited to announce my acceptance into the prestigious AMMI program at AIMS Senegal, founded by Google and Meta.
Received Research Grant for Explainable AI Project
New
2024-03-10
Research
Received Research Grant for Explainable AI Project
Our team has been awarded a significant grant to further our research on transparent decision-making in AI systems.
Read More
Invited Speaker at International Conference on Machine Learning Applications
New
2024-03-05
Event
Invited Speaker at International Conference on Machine Learning Applications
I'll be presenting our latest research on Gaussian Processes for Multivariate Functional Data at ICMLA 2024.
Read More
Featured Projects

Featured Projects

Exploring the frontiers of AI research through innovative projects and collaborations

Transparent Decision-Making for Electric Vehicle Routing: Integrating DRL, GNN, and XAI
This is the current research project I am working on with colleagues from Tunisia, Senegal, and DR. Congo. The goal of this project is to conduct a comparative study of various Deep Reinforcement Learning (DRL) models combinded with GNN and XAI.

Key Objectives:

  • Evaluate performance in optimizing electric vehicle routes
  • Analyze how well each model explains its decisions
  • Provide a transparent decision-making process
  • Compare various DRL architectures with GNN integration

Collaborators:

Researchers from Tunisia, Senegal, and DR Congo

Electric Vehicle Routing Project
Gaussian Processes for Multivariate Functional Data
Master's Thesis Research Project

My master's thesis focused on developing novel statistical methods for analyzing multivariate functional data using Gaussian processes. This research contributes to the field of Functional Data Analysis with applications in various domains.

Methodologies:

  • Gaussian Process Regression
  • Functional Principal Component Analysis
  • Multivariate Statistical Analysis
  • Bayesian Inference

Applications:

  • Environmental Data Analysis
  • Biomedical Signal Processing
  • Economic Time Series
  • Climate Data Modeling
Get in Touch

Get in Touch

Let's discuss opportunities, collaborations, or just have a conversation about AI and technology

Email

Academic: jeremy@aimsammi.org

Personal: jnlandu00@gmail.com

Response within 24-48 hours

Location

AIMS Senegal

KM 2, Route de Joal

Mbour, Senegal

Currently based in West Africa

Social

Most active on LinkedIn

Send Me a Message

Have a specific question or collaboration idea? Let's discuss it!

Currently updating this portfolio • Best reached at jeremie@aims.ac.za