- Talks

Data Storytelling through Visualization, PyData Global/Eindhoven 2022 [link] [slides]

Tech Talk 101, PyData Global 2022 – Impact Scholarship Programme Session [slides]

Data-Centric AI Cookbook, PyData Global 2022

The Why of Data-Centric AI, PyData London 2022 [link] [slides]

Data-centric AI competition, NeurIPS 2021 [link]

Serious Time for Time Series (it’s time to take time series seriously!), PyCon US 2021 [link], PyData Berlin 2022, AMLD 2022

Unpacking the “Black Box”: How to Interpret your Machine Learning Model, Applied Machine Learning Days 2022

Equivariance in CNNs, PyData Berlin/PyCon DE 2019 [link]

An Alternative to Data Augmentation, PyData Amsterdam 2019

Data-efficiency in Medical AI, PyData Amsterdam 2019 (meetup) [slides]

Towards learning with limited labels: Equivariance, Invariance, and Beyond, International Conference on Machine Learning (ICML) 2019

- Interviews

w/ Guido van Rossum (creator Python), PyData Festival 2020 [link]

w/ Adrin Jalali (scikit-learn core developer), PyData Festival 2020 [link]

DataTalks.Club Podcast on Data-Centric AI [link]

- Competitions

Data-Centric AI competition by deeplearning.ai – winner in ‘Most Innovative’ category with Rens Dimmendaal & Roel Bertens. [write-up]

Kaggle Data Science Bowl 2017 – 3rd place with Aidence. [competition] | [solution]

- Conferences

PyData Amsterdam 2024 (as co-chair) upcoming!

PyData Amsterdam 2023 (as co-chair) YouTube playlist

PyData Global 2021 (as co-chair) website - YouTube playlist

PyData Festival 2020 (as co-chair) website - YouTube playlist

PyData Amsterdam 2019 (as co-chair) website - YouTube playlist

- Trainings

I’ve created, upgraded and delivered a variety of trainings at various companies for GoDataDriven. Often this involved creating new material on demand or adjusting existing material to suit the clients’ needs.

  • Python for Data Analysis
  • Data Science with Python
  • Advanced Data Science with Python
  • Advanced Python
  • Production-Ready Machine Learning
  • Clean Coding, Version Control and CI/CD
  • Unsupervised Learning
  • Explainability/Interpretability
  • Data Visualisation & Storytelling
  • Deep Learning for Image Processing
  • Deep Learning for Natural Language Processing



PyData Amsterdam committee at the 2019 conference in the conference ballpit!