Saiful Islam
Primeum
2025-11-12
1 Comment
Case Study: Advancing Underwater Robotics Through AI-Powered Solutions
Client / Researcher: Dr Murshedul Arifeen- Robotics Engineer & AI Researcher – Robert Gordon University, UK
Industry: Robotics, Artificial Intelligence, Marine Technology
Background
A highly motivated researcher in Information and Communication Engineering, he completed a fully funded PhD in Artificial Intelligence at Robert Gordon University, UK, focusing on deep learning-based predictive maintenance for underwater robotic systems. His research developed models capable of detecting system faults and predicting key performance indicators for ROVs (Remotely Operated Vehicles) and AUVs (Autonomous Underwater Vehicles).
Before pursuing his PhD, he gained early professional experience at Time Research & Innovation (Tri), where he worked on image recognition, enhancing practical engineering skills and industry knowledge.
His professional journey also included residential training at Ashorne Hill Management College, strengthening his abilities in project management, business strategy, and operational planning.
Challenge
Underwater environments pose unique difficulties, including limited visibility, complex object detection, and high risk of system faults. Designing reliable solutions for ROVs and AUVs required integrating advanced AI techniques with robust engineering systems to ensure efficiency and safety.
Approach
During his PhD, he applied expertise in linear algebra, calculus, and probability to implement Graph Neural Networks (GNNs) and deep learning models for:
Fault diagnosis and predictive maintenance.
Soft sensing and underwater image processing.
Automated object detection and grasping for ROVs and AUVs.
At Tri, he contributed to:
Implementing Covid diagnosis frameworks to enhance system reliability.
Developing and training an employee pathway to overcome AI and education challenges.
Improving the efficiency and automation of ROVs and AUVs, enabling accurate detection and manipulation of image processing.
Results
Enhanced fault tolerance and reliability of underwater robotic systems.
Achieved accurate object detection and manipulation in complex underwater environments.
Contributed to advancements in marine automation technologies, reinforcing the company’s reputation for innovation.
Conclusion
At Tri, we are proud to have supported his early professional development. His success in completing a PhD at Robert Gordon University and advancing underwater robotics research demonstrates how practical industry experience combined with cutting-edge AI research can drive meaningful innovation in marine technology.
You’ll learn to write winning proposals and give persuasive talks, structuring strong arguments and tackling all types of audiences confidently.
This module prepares your CV and portfolio based on your strengths and interests, as well as strategies for achieving career progression in line with your academic and professional aspirations.
You’ll learn how to find the right journals, manage the peer review process, deal with copyright problems and get the most out of your research.
This module is about writing arguments, references, and working within the guidelines of professional journals in order to get your academic work done better.
It is a module that includes qualitative, quantitative, and mixed methods studies with instructions for data collection, analysis and reporting in order to be methodologically sound and academically qualified.
Here you learn to build a strong personal brand, develop leadership qualities, and collaborate effectively. This programme enhances communication, conflict resolution, and teamwork, enabling you to inspire teams, foster innovation, and establish strategic relationships, empowering professional growth and impactful contributions in dynamic environments
An ethical knowledge ensures research validity, builds confidence and gives your results a higher degree of credibility and influence.
Find opportunities, understand risks, secure intellectual property, and write grant applications that get funded.
Developing these skills empowers you to make informed decisions, navigate challenges with empathy, and foster positive relationships in personal and professional settings. Critical thinking enhances problem-solving, emotional intelligence improves communication and leadership, and conflict resolution ensures productive collaboration, creating a strong foundation for success in any endeavour.
You learn to use laptops, tablets, smartphones, interactive whiteboards, VR/AR devices, and video conferencing tools. The programme covers digital pens, smart notebooks, learning management systems (LMS), and collaborative software, equipping you to leverage technology effectively for teaching, mentoring, and engaging learners.
It opens diverse career opportunities in international business, diplomacy, education, and global project management. It enhances your ability to navigate multicultural environments, build meaningful relationships, and foster inclusivity. These skills are highly valued in roles like cultural consultants, international managers, global HR specialists, and professionals in cross-border collaborations.
The takeaway from the Stress Management part is learning practical techniques to identify, manage, and reduce stress effectively. You gain tools to enhance emotional resilience, maintain focus under pressure, and improve overall well-being. These skills help in fostering productivity, better decision-making, and a healthier work-life balance in personal and professional settings.
Work-Based Learning (WBL) integrates real-world work experiences with academic or professional training. It involves internships, apprenticeships, and project-based learning to bridge the gap between theory and practice.
Why Do I Need It?
WBL enhances practical skills, industry knowledge, and employability by exposing you to real-world challenges. It builds confidence, strengthens problem-solving abilities, and fosters professional networks, making you career-ready and competitive in your field.
This Module significantly enhances your career prospects by equipping you with critical organisational and professional skills. Mastering time management improves productivity, prioritisation, and goal achievement. Effective interview preparation boosts confidence, communication, and presentation skills, ensuring you excel in job interviews and stand out to potential employers.
Enrolling in this programme provides you with comprehensive skills, practical experience, and expert mentorship tailored to your career goals. It equips you with industry-relevant knowledge, enhances your problem-solving and leadership abilities, and offers networking opportunities. This programme ensures you're prepared to excel in competitive professional environments and achieve lasting success.
Leave a Reply