Student projects
We generally have positions available for TU Delft bachelor and master students in computer science. These positions will be as intern at ING, supervised by researchers from AFR. This can be part of the
- 2nd year TU Delft bachelor software project (in teams of 4)
- 3d year TU Delft bachelor thesis project (individual)
- TU Delft master thesis project (individual)
If you are interested in such a position, checkout the current tracks and contact the relevant people. You will be hired as ING intern during your project, which includes an ING selection procedure. Be sure to contact us at least two months before the intended starting date of your project. For all projects, it is required to spend at least 4 days per week at the ING CumulusPark campus.
If you study at a different university and you would like to write a research master thesis in the context of one of the AFR tracks, you should ask your university supervisor to contact us. We have limited places available, but are always interested in new research opportunities.
For general inquiries, please contact Luís Cruz.
Completed research projects
| Name | Period | Role | Thesis | Advisors |
|---|---|---|---|---|
| Jurriaan den Toonder | Graduated | MSc | S.C.A.L.E.: Scheduler for Carbon-Aware Load Execution in OpenShift at ING | Thomas Durieux |
| J.L.F. Göbbels | Graduated (2023) | MSc | Hawkes Processes in Large-Scale Service Systems | Luís Cruz, Floris den Hengst, Alexis Derumigny |
| Niels Bauman | Graduated (2022) | MSc | Building a generalisable ML pipeline at ING | Luís Cruz, Arie van Deursen |
| H. Zhang | Graduated (2022) | MSc | Automated Detection of Code Smells for Machine Learning Applications | Luís Cruz |
| C. Chuang | Graduated (2023) | MSc | How to remove dependencies from large software projects with confidence | Luís Cruz, Robbert van Dalen, Vladimir Mikovsk |
| N.E. Hullegien | Graduated (2022) | MSc | Detecting anti-patterns in a MSA using distributed tracing | Luís Cruz, Pieter Vallen, Kevin van der Vlist, Jonck van der Koge |
| N. van der Plas | Graduated (2022) | MSc | Detecting PII in Git commits | Luís Cruz, Luiz Oliveira, A. van Deursen |
| Martijn Steenbergen | Graduated | MSc | Reducing Human Error in Online Controlled Experiments | Kevin Anderson, Arie van Deursen |
| Ernst Mulders | Graduated | MSc | Validating ING’s A/B testing platform | Georgios Gousios, Hennie Huijgens |
| Alex Boyko | Graduated (September 2021) | MSc | Semantic linking for IT asset discovery | Floris den Hengst |
| Kanya Koesoemo | Graduated (November 2021) | MSc | Streaming data applications | Asterios Katsifodimos |
| Arthur Breurkes | Graduated (May 2021) | MSc | Data profiling | Christoph Lofi |
| Kyriakos Psarakis | Graduated | MSc | Holistic Schema Matching at Scale | Christoph Lofi, Asterios Katsifodimos |
| Andra-Denis Ionescu | Graduated (February 2020) | MSc | Reproducing state-of-the-art schema matching algorithms | Christoph Lofi |
| Reinier Koops | Graduated (May 2022) | MSc | Building Interactive Text-to-SQL Systems | Sara Salimzadeh, Ujwal Gadiraju |
| Bart van Oort | Graduated (October 2021) | MSc | Code smells in ML applications | Luís Cruz, Maurício Aniche |
| Yuanhao Xie | Graduated (November 2020) | MSc | AI Model Lifecycle Management: Systematic Mapping Study and Solution for AI Democratisation | Luís Cruz, Jan Rellermeyer |
| Mark Haakman | Graduated (July 2020) | MSc | Studying the Machine Learning Lifecycle and Improving Code Quality of Machine Learning Applications | Luís Cruz |
| MyeongJung Park | Graduated (January 2020) | MSc | A Monitoring System for Machine Learning Models in a Large-Scale Context | Hennie Huijgens, Arie van Deursen |
| Marlo Ploemen | Graduated (July 2021) | MSc | Service versioning in Stateful FaaS | Asterios Katsifodimos, Marios Fragkoulis |
| Elvan Kula | Graduated | MSc | Releasing Fast and Slow: Characterizing Rapid Releases in a Large Software-Driven Organization | Georgios Gousios |
| Martijn van den Hoek | Graduated (August 2020) | MSc | DevOps Metrics and KPIs | Sebastian Proksch |
| Pradyot Patil | Graduated (March 2021) | MSc | Incident prediction, entropy of time series | Elvan Kula, Georgios Gousios |
| Thomas Kolenbrander | Graduated (February 2021) | MSc | Major incident detection | Elvan Kula, Georgios Gousios |
| Joaquin van Loon, Marius Birkhoff, Remco den Heijer | Finished | BSc | ML-based story point estimation | Elvan Kula, Georgios Gousios |
| Manisha Sethia | Graduated (September 2021) | MSc | Fairness and accountability in ML | Agathe Balayn, Christoph Lofi |
| Purvesh Baghele | Graduated (August 2021) | MSc | Interpretability tools for ML models | Cynthia Liem |
| Wim Spaargaren | Graduated (May 2020) | MSc | Systematic literature reviews: A Case Study in FinTech and Automated Tool Support | Hennie Huigens, Arie van Deursen |
| Ernst Mulders | Graduated (December 2019) | MSc | Data Driven Decisions: Validating and Supporting a Continuous Experimentation Development Environment | Georgios Gousios, Hennie Huijgens |
| Ka-Wing Man | Graduated (August 2020) | MSc | Predicting software vulnerabilities with unsupervised learning techniques | Sicco Verwer, Annibale Panichella |
| Dinesh Bissesar | Graduated (December 2020) | MSc | Predicting True Vulnerabilities from Static Analyzer Warnings in Industry | Sicco Verwer, Annibale Panichella |
