Welcome to the DataFlow project page, which presents an overview of all the latest developments and involved researchers, students and stakeholders. For general project details, checkout the below project pages hosted by
Stakeholders (in alphabetical order): Bronkhorst, benchmark, RIWO, Saxion, Voortman
Researchers (in alphabetical order): Bram Ton, Dennis Borger, Deepak Tunuguntla, Faizan Ahmed, Jeroen Linssen, Peter Ebben, Rahul Ramakrishnan, Sjoerd Zagema
Students (in alphabetical order): Khadijeh Shafiee, Linh To, Zhaleh Jamalivand, Zibusiso Masuku, Fernando Gonzalez
| Involved stakeholders | Topic of research | Involved researchers | Students |
|---|---|---|---|
| Bronkhorst | Data Collection | - Bram Ton - Deepak Tunuguntla |
- Zibusiso Masuku |
| Voortman | Data-driven predictive maintenance | - Sjoerd Zagema - Deepak Tunuguntla - Dennis Borger |
- Student assignment in prep for new academic year |
| Benchmark | Data-driven predictive maintenance | - Deepak Tunuguntla | - Fernando Gonzalez |
| RIWO | MLOps | - Sjoerd Zagema - Deepak Tunuguntla |
- Khadijeh Shafiee - Zhaleh Jamalivand - Linh To |
| Saxion | Digital Twinning | - Peter Ebben - Rahul Ramakrishnan - Dennis Borger - Deepak Tunuguntla |
- Data-driven digital manufacturing. Bram Ton and Dennis Borger at Tech Topic Group - Industrial Automation and Robotics. June 2024, RIWO, Oldenzaal
- MLOps for automated e-waste Detection pipeline. Sjoerd Zagema, Roy Stevelink and Deepak Tunuguntla at Kennisevent - Toepassing van AI voor kwaliteitscontrole. March 2025, Perron38, Zwolle
| Involved stakeholders | Topic of research | Link to repos | Status |
|---|---|---|---|
| RIWO | MLOps | GitHub repo | In progress |
| Benchmark | Data-driven predictive maintenance | GitHub repo | In progress |
| Voortman | Data-driven predictive maintenance | GitHub repo | Initialised |
Note: Currently, all the links are for private use only. For access, please feel free to reach out to Deepak Tunuguntla (d dot r dot tunuguntla AT saxion dot nl). Access can be granted depending on the nature of the request.
| Name | Degree | Project Type | Output | Stakeholder | Status |
|---|---|---|---|---|---|
| Zibusiso Masuku | Saxion Ba Applied Computer Science | Graduation Project | - Plan of approach - Presentation - Codebase - Technical report |
Bronkhorst | Ongoing |
| Fernando Gonzalez | UTwente Ba Creative Technology | Graduation Project | - Proposal and plan - Mid-term report - Codebase |
Benchmark | Ongoing |
| - Khadijeh Shafiee - Zhaleh Jamalivand - Linh To |
Saxion Ma ICT:SE | DataOps Specialisation | - Technical report - Codebase |
RIWO | Finished |
| Khadijeh Shafiee | Saxion Ma ICT:SE | Graduation Project | - Proposal | RIWO | Ongoing |
| Linh To | Saxion Ma ICT:SE | Graduation Project | - Proposal - Plan of Approach |
Saxion | Ongoing |
Note: Currently, all the links are for private use only. For access, please feel free to reach out to Deepak Tunuguntla (d dot r dot tunuguntla AT saxion dot nl). Access can be granted depending on the nature of the request.