| Collaborator Organization | Contribution |
Intel
| - Master of Engineering (Computer & Microelectronic Systems) off-shore Program (1995-present)
- Intel Elite Program for lecturers & undergraduate students (2019-present)
- DE10 Lite FPGA Development board (2021)
- MRI3 program for undergraduate FYP (2024-2025)
|

Efinix | - Efinix Edge Vision platform (2021)
- Guest lecture/Hands-on tutorial from Efinix Malaysia GM (2022-2025)
- Efinix Development kit for teaching and research (2022)
- Sponsoring Final year project (FYP) (2022-2025)
|

Oppstar | - UTM-Oppstar Satelite R&D lab (2022)
- Sponsoring Final year project (FYP) (2022-2025)
|
Skyechip
| - UTM-Skyechip Satelite lab (2022)
- Guest lecture from Skyechip Sdn Bhd (2022-2025)
- Sponsoring Final year project (FYP) (2022-2025)
|

Tenasic Technology | - Career and technical talks (2022-2025)
- Development boards/accessories and demo/tutorial for VisionFive Single board computer (2022)
|

Latticesemiconductor | - FPGA Development boards and demo/tutorial for Crosslink-NX Vision and machine learning application (2025)
- Technical talks (2025)
|
Others | - Study on High Performance Motion Processor based on a Novel Programmable Logic Controller Architecture from Universitas Deponegoro (2021)
- Guest lecture from Infinecs Systems Sdn Bhd (2022)
- Industrial engagements with AT&S, AMD, AdoreSys, Canaan and MediaTek (2022-2025)
|