About Me
After completing an undergraduate degree in electronic engineering from Stellenbosch University, I pursued a master's degree focused on computer vision and autonomous navigation applications. I spent five years in the telecommunications and intelligence industry working on big data solutions for national governments and the law enforcement community, and two years abroad at bol.com, the largest e-commerce platform in the Netherlands, solving problems in the search and recommendations domain.
As of January 2024 I am applying my skills in software, data and machine learning engineering at primer.io rebuilding payments and commerce from the ground up.
Experience
Senior Data Engineer
January 2024 - Present · primer.io
Senior Engineer
December 2021 - December 2023 · bol.com
Individual contributor of Help Me Find - a product-led group of scrums teams that make sure customers are able to find the relevant products (and ultimately buy) on the bol.com platform. I worked on projects that help guide customers such as search suggestions and recommendations, as well as the internal search engine where techniques like neural search and learning-to-rank are combined with traditional information retrieval techniques to improve the relevancy of search.
I was also a member of a company-wide machine learning engineer workgroup where I contributed to best practices to streamline the process of taking machine learning models to production within the bol.com landscape.
Junior/Medior/Senior Engineer
January 2017 - November 2021 · VASTech
Part of a data integration platform team developing distributed and scalable big data solutions for national governments and the international law enforcement community.
Internship
December 2015 · S-PLANE Automation
Developed a visualisation tool to calculate and display unmanned aerial vehicles' line of sight using geospatial data.
Internship
December 2014 - January 2015 · VASTech
Investigated several speech enhancement techniques and implemented an MMSE-STSA speech denoising library in Java.
Education
M.Eng. Electronic Engineering (Cum laude)
2015 - 2016 · Stellenbosch University
Thesis: Probabilistic Outlier Removal for Stereo Visual Odometry
B.Eng. Electrical and Electronic Engineering (Cum laude)
2011 - 2014 · Stellenbosch University
Publications
Projects
notsobigdatablog.com
Jekyll based machine learning blog powered by Netlify and Github actions.
Find My Sponsor
Basic search project built with Typesense, FastAPI and Google App Engine
Hobbies
- Travel
- Reading
- Chess