Rumman Ahmed Prodhan

Rumman Ahmed Prodhan

Lecturer, Department of Computer Science & Engineering

Welcome to My Academic Homepage

Hello, I’m Rumman Ahmed Prodhan, a dedicated researcher and educator in Artificial Intelligence (AI) and Machine Learning (ML). My work spans interdisciplinary applications, including image processing, signal processing, and deep learning, with contributions that bridge academia and industry.

Academic and Professional Highlights

I am a Lecturer at the Department of Computer Science & Engineering, Northern University Bangladesh, where I mentor students and lead projects in AI, machine learning, and software development. I am also preparing to pursue a Ph.D., focusing on innovative AI-driven solutions and advanced technologies.

  • Education: Graduated with distinction from the University of Asia Pacific with a BSc in Computer Science & Engineering, earning multiple Vice Chancellor’s and Dean’s Awards.
  • Industry Experience: Developed a real-time fault detection system using computer vision at Bondstein Technologies for British American Tobacco.

Research and Publications

I have published in reputed venues, including MDPI Sensors, IEEE, Springer, and Taylor & Francis. Key contributions include:

  • Co-authored “M1M2: Deep Learning-Based Real-Time Emotion Recognition from Neural Activity” (MDPI Sensors, IF: 3.8) as an equally contributing first author during my time at NJIT.
  • Presented research on multitask learning and EEG-based emotion recognition as the first author at ABC (London) and MIET (Bangladesh).
  • Supervised “Enhanced Pediatric Dental Segmentation Using a Custom SegUNet with VGG19 Backbone on Panoramic Radiographs”, accepted at ICCIT 2024.
  • Contributed as the second author to “Evaluating the Effectiveness of ML Algorithms for EEG Sentiment Analysis,” presented at ICSADL (Nepal).

Research Interests

  • Artificial Intelligence and Machine Learning: Designing AI systems for diverse real-world applications.
  • Image and Signal Processing: Applying advanced methodologies to analyze complex datasets.
  • Interdisciplinary AI Applications: Expanding AI’s potential in automation, HCI, and beyond.

Future Aspirations

My goal is to contribute to impactful research, leveraging AI to solve global challenges across industries. I aim to establish a research lab that fosters innovation and collaboration while bridging the gap between theoretical advancements and practical implementations.

Let’s connect! Feel free to reach out to discuss my work or explore potential collaborations.