Machine Learning Consultant
CurrentDeveloping ML applications for both big companies as Coop, PostNL and KPN as startups like Tellow and Vakanties.nl. Two example cases:- @ Vakanties.nl I developed the idea, the model and real time infrastructure for a conversion optimization algorithm based on click behavior of customers. The model was based on Recurrent Neural Networks. It was built in Python/Tensorflow on the Google Cloud Platform (Bigquery, Firestore, Dataflow and AI platform), and serves its predictions real time. We were amazed by the performance of the algorithm, so my colleague wrote a blog about it :D. And finally from over 80 submissions this project was nominated for a DDMA CRO award.- @ KPN I'm currently developing an application in Python for both predicting the issue of a customer's connection based on measurements of his/her infrastructure (physical cables, modem, etc.), and determine the optimal policy for fixing the issue (Reinforcement Learning)
