Senior Machine Learning Engineer & MLOps Specialist
With some other talents and a lot of interests.
Cape Town, South Africa
Senior Machine Learning Engineer passionate about MLOps and automation.
North-West University
North-West University
North-West University
I'm a Senior Machine Learning Engineer from Cape Town with a passion for MLOps and automation. I've been at the forefront of revolutionising ML model productionisation, building robust systems that boost efficiency and productivity.
I've contributed to a model monitoring service that improved drift detection times and developed an Automated Model Deployment Pipeline.
I'm an advocate for continuous learning, current research, life sciences and AI ethics.
Being neurodivergent gives me a unique problem-solving perspective—finding solutions where others see obstacles.
Beyond ML, I'm proud of my full-stack development skills. This website, built with Django, features a CI/CD pipeline, GCP Cloud Run deployment and Terraform-managed infrastructure.
Looking ahead, my heart is set on returning to scientific pursuits. Academia, despite its occasional chaos and politics, offered me the intellectual stimulation I thrive on. Given the opportunity, I'd dive back into studies across various disciplines to fuel innovative solutions.
Equal Experts, Cape Town
Feb 2024 – Present
Data Engineering, MLOps, Data Science, Software Engineering
Jumo, Cape Town
Apr 2022 – Jan 2024
MLOps, Data Science, Software Engineering
Jumo, Cape Town
Jun 2021 – Mar 2022
Software Engineering for Data Science and MLOps
Praelexis (Pty.) Ltd., Stellenbosch
Oct 2016 – Jun 2021
ML solutions for banks like Capitec and Investec
North-West University, Potchefstroom
Jan 2013 – Oct 2016
Lectured undergraduate Mathematics and Applied Mathematics courses. Active with research projects in Mathematical Biology.
I'm always interested in exciting projects and collaborations. Let's discuss how we can work together.