Building a Hybrid Computational Fluid Dynamics - Machine Learning Framework for Real-Time Pipeline Leak Detection in Oil and Gas Systems
KO Fodunrin, SA Ajala, EC Adekoya, DO Abejoye, SO Adebanjo
NAICE 2026

I'm Samuel Ajala, a Robotics Engineer and Researcher transitioning from machine learning into building systems that adapt to dynamic conditions and resource-constrained environments.
I have a background in Electronics and Computer Engineering, and I worked as a Machine Learning Engineer. For a long time, I wanted to work in robotics, and I eventually found the area that matched that interest: Embodied AI and Robot Learning.
When I focus on resource-constrained environments, it is for two reasons. First, I like working on problems that most people overlook. Second, where I am from gives me a different perspective on engineering. Most technology is not built for our infrastructure or our reality, and that is where my drive comes from. I want to design systems that are efficient, practical, and useful in high-constraint environments.
I started in software engineering out of curiosity. Later, I thought I could build a SaaS tool to fund my hardware passion, which is how I ended up exploring software more deeply. I still have not built that SaaS, but the path taught me a lot.
On the community side, I have served as the Pioneer RAIN-INN lead for my school, AI Lead for the SPE LASU student chapter, and co-founded Space Clubs LASU. I took those roles because there was a gap and I wanted to help fill it.
KO Fodunrin, SA Ajala, EC Adekoya, DO Abejoye, SO Adebanjo
NAICE 2026
SA Ajala, SA Animashaun, AK Olaleye
NAICE 2026
Python, JavaScript, MATLAB
TensorFlow, Deep Learning, Reinforcement Learning, Computer Vision
ESP32, Raspberry Pi, Arduino
ROS 2, Gazebo, URDF
This project focuses on predicting the Remaining Useful Life (RUL) of lithium-ion batteries using data-driven machine learning and deep learning techniques. Tested on the MATR dataset.
Landing Page for Space Clubs LASU, a student-led organization focused on space exploration and technology.
AI-powered platform for creating tailored resumes and cover letters for job applications.
DecisonSpaak Group
ML Collective
Innovia Labs
B.Sc in Electronics & Computer Engineering
Coursework: Embedded Systems, Digital Control Systems, Intro to Programming and Computation, Software Engineering, Probability
STEM focus with coursework in Physics & Mathematics
Courses: Computer Science, Mathematics, Physics, Chemistry

Bootcamp | SPE LASU 30 Days of AI
Interested in working together? Feel free to reach out for collaborations or opportunities!