Projects

Selected works & experiments

Current Projects

I'm always working on new things! Here's an overview of the technologies and skills I'm using in current projects!

Google Cloud

Agentic AI

Machine Learning

Spark

Python

Air France KLM Group

Air France KLM has opted to move their full data estate to Google Cloud. I was brought into the company to guide teams in their migration from on-premises to Google Cloud. I consult with many of the teams across the enterprise in adopting Cloud Native practices and assist them in converting their legacy code.

BigQuery

Google Cloud

Python

Spark

Coaching

Terraform

Center of Medical Genetics Antwerp

Through a series of pair programming sessions at the University hospital of Antwerp CMG, I was responsible for upskilling their medical genetics team. Throughout the process we co-developed Google Batch pipelines that accelerated their full genome sequencing from weeks to hours using nVidia accelerators on Nextflow

Google Cloud

Nextflow

Python

Terraform

Coaching

Radboud University - BlackGEM

Through Qodea I led the project to create a custom image pipeline for the BlackGEM telescope data into BigQuery. We designed and implemented a BigQuery warehouse to rapidly search through detections over time.

Python

BigQuery

Google Cloud

Pentland Brands

I worked with Pentland Brands, known for brands like ellesse, to design a BigQuery Data Warehouse to consolidate all their sell-in and sell-out data across their multitude of brands, shops and eCommerce outings. Integrating directly with available APIs we reduced data latency from weeks to hours.

BigQuery

Google Cloud

Python

Apache Airflow

KLM Engineering & Maintenance

I worked as a Data Engineering Consultant within the KLM Big Data Engineering & Maintenance program where I assisted in operationalizing multiple predictive maintenance products for the airline.

Spark

Machine Learning

AWS

Scala

Hadoop

Ik Ben Sofie

Developing a Conversational UI based apps and tooling to bring together lonely elderly and younger volunteers. Deploying AI allows us to offer services on interfaces familiar to the users.

Innovation

React

IBM Watson

Image Sharing

Developed and hosted a now defunct free image sharing website. User counts used to reach 200,000 a day

Scala

Cassandra

Akka

AWS

React

IP Cloud

IP Cloud is my personal cloud sideproject, and also where this website is hosted! Being powered by OpenShift and Kubernetes, it's my private cloud

OpenShift

Kubernetes

Data Science Sprint

Created the Data Science Sprint. An adaptation of the Design Sprint and IBM's Data Science Methodology to enable co-creation with customers in Data Science projects

Machine Learning

Coaching

Article: Bias and Ethics in ML

Voiced my opinion on ethics in Data Science and Machine Learning. As tools become more readily available it is also easier to make mistakes or introduce bias. How do we tackle this issue without angering a customer?

Machine Learning

Conversational UI

Chatbots are a commodity now. It's easy to get a fully functional chatbot in minutes by crawling your current content, but how do you transition from a chatbot to a full Conversational Interface?

Conversational UI

ML: Keep humans in the loop

A Medium post on the pitfalls of not having stakeholders involved when developing algorithms and how to solve the issue when working on a project basis.

Machine Learning

Innovation Bootcamp '18

Now a recurring event, the Innovation Bootcamp is the week where all regular activities are suspended and employees can spend time on innovative ideas that might benefit theFactor.e.

Innovation

Coaching

CMD Leeuwarden

One of my first projects, CMD Leeuwarden is the promotional website for the Communication & Multimedia Design Bachelors. For which we created a custom CMS and front-end

Ruby on Rails

PostgreSQL