Janco van Eeden
Machine Learning Engineer | Tech Enthusiast | Lifelong Learner
PFP Placeholder
About Me
I hold a Bachelor of Engineering (Computer Engineering), specialising in a real-world application of machine learning and computer vision optimised for resource-constrained microcontrollers. Motivated by the field's rapid progress, I am eager to learn, study, and apply engineering techniques.
I completed a Master of Engineering degree in 2025. As a member of the University of Pretoria's Intelligent Systems Research Group, my research focused on 3D object detection with novel view synthesis pipelines.
I am currently working on a real-time computer vision project at Maturus Digital, where I am responsible for developing and optimising machine learning algorithms for real-world applications.
My Skills
Programming
Python · C/C++ · Java · Delphi · ASM · SQL · Swift
Frameworks
PyTorch · PostgreSQL · Git · Docker · Qt · Tensorflow
Hardware
Embedded systems · Sensors · FPGAs · Actuators
My Projects
A collection of projects I have built.
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Real-time Autonomous Smart Camera for Lectures
A fully autonomous smart camera designed to detect and track lecturers during presentations. The system utilises YOLOv3 for object detection and KCF for real-time tracking. The computer vision algorithms was implemented from scratch (only NumPy) to run on embedded systems.
