I am Md. Redwan Islam. I am a PhD student in the Department of Computer Science. I worked as a Graduate Teaching Assistant in the department of computer science this summer. Prior to that, I was working as a Research Assistant in the department.I completed my B.Sc. in Electronics and Electrical Engineering from Bangladesh University of Engineering and Technology. During my undergraduate studies I published a conference paper entitled 'Classification of Electrocorticography based Motor Imagery signal using Continuous Wavelet Transform' in IEEE TechSym 2016. After that, I joined in DataSoft Systems Bangladesh Limited, as a Trainee Software Developer in IoT. Later, I worked in Spectra International Limited as a Satellite Operation Engineer, where I got the opportunity to work as a subcontracting computer and data center engineer in the Bangabandhu Satellite Project of Thales Alenia Space, France. The project was the first geostationary communication satellite of Bangladesh and I oversaw installation and maintenance of servers, computers and the application software, switches, routers and other network devices. I worked both as a Graduate Research and Teaching Assistant in the department. I also worked as a Research Assistant for the department of physics, microbiology and geography. My research interest revolves mostly around knowledge graph, machine learning applications in microbiology, biochemistry, toxicology and cognitive approaches in machine learning. Education Education: B.Sc. in Electronics and Electrical Engineering, Bangladesh University of Engineering & Technoloy Major in Communication, Minor in Electronics Undergraduate Thesis Topic: ECoG and EEG signal classification for Brain Computer Interfacin Research Research Areas: Real-Time Systems Artificial Intelligence Computer Vision and Image Processing Computational Genetics Scientific Computation Research Interests: Currently I am working on knowledge graph, horizontal gene transfer, bio-inspired machine learning and various other applications of knoledge graph and LLM. Selected Publications Selected Publications: Islam, M. R., et al. (2016). Classification of electrocorticography based motor imagery movements using continuous wavelet transform. 2016 IEEE Students’ Technology Symposium (TechSym), IEEE. Islam, M. R., et al. (2025). "Knowledge Graph-Based Framework for Detecting Horizontal Gene Transfer Events Driving Antimicrobial Resistance." bioRxiv: 2025.2006. 2009.658534. Kumar, A., et al. (2024). "Precision classification and quantitative analysis of bacteria biomarkers via surface-enhanced Raman spectroscopy and machine learning." Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 320: 124627. Other Information Other Affiliations: LinkedIn Profile GitHub Profile Google Scholar Profile