Career Profile

Currently working at Resnap as Node.JS developer and AWS infrastructure. Also in my 3d year of my PhD in dark matter & machine learning.

Experiences

PhD in ML & DM

2016 - Present
Radboud University

My PhD role is mainly to apply machine learning to dark matter related problems. See the publications section for a list of publications.

Cofounder & developer

2012 - Present
Resnap

Resnap is a photo book solution which automatically selects the most memorable photos for you, using artifical intelligence.

  • High & unpredictable load – fast scaling infrastructure on AWS
  • Machine learning

Publications

Scientific publications. Articles with an asterisk mean that the authors are ordered alphabetically.

Luc Hendriks, Conny Aerts
Preprint: https://arxiv.org/abs/1811.03639. Accepted for publication in Pasp
Faruk Diblen, Jisk Attema, Rena Bakhshi, Sascha Caron, Luc Hendriks, Bob Stienen
Preprint: https://arxiv.org/abs/1809.08893
Abraham Achterberg, Melissa van Beekveld, Sascha Caron, Germán A. Gómez-Vargas, Luc Hendriks, Roberto Ruiz de Austri
JCAP 1712 (2017) no.12, 040
Sascha Caron, Germán A. Gómez-Vargas, Luc Hendriks, Roberto Ruiz de Austri
JCAP 1805 (2018) no.05, 058
Abraham Achterberg, Melissa van Beekveld, Wim Beenakker, Sascha Caron, Luc Hendriks
JCAP 1512 (2015) no.12, 013
Abraham Achterberg, Simone Amoroso, Sascha Caron, Luc Hendriks, Roberto Ruiz de Austri, Christoph Weniger
JCAP 1508 (2015) no.08, 006

Invited talks

Talks I have given.

γ-rays and Machine Learning
Sep, 2018
BAM astrophysics workshop, Barolo, Italy
Analysing γ-rays of the Galactic Center with deep learning
Mar, 2018
SISSA, Trieste, Italy
Inverting the simulation
Feb, 2018
BIRS workshop in statistics, Banff, Canada
Indirect detection & Machine Learning
Jan, 2018
ML/DM workshop in Leiden, the Netherlands
Accelerating searching in high-dimensional parameter spaces using Machine Learning
December, 2017
University of Leuven, Belgium
Analysing γ-rays of the Galactic Center with deep learning
October, 2017
Three elephants in the γ-ray sky - γ-ray meeting in Garmisch, Germany
Finding Beyond the Standard Model particles using the Galactic Center and deep learning
October, 2017
Annual conference of Dutch Physics Association
Determining the origin of the Galactic Center Excess using Convolutional Neural Networks
June, 2017
Big data workshop at Nikhef
Finding Beyond the Standard Model particles using the MSSM and Galactic Center
March, 2016
Colloquium at university of Münster

Projects

Popular scientific works, random other projects

Higgs gevonden (Dutch) - Dit is een heldere inleiding in, en een compleet overzicht van alles dat wij weten over materie.
Extracurricular activities (2007 - 2012) - Chairman, vice-chairman of the study association of physics & astronomy. Chairman of the squash association. Several commitees, such as symposium, drinks, activities.