Ahmed Fahmin

Ph.D. Student in Information Technology at Monash University

Meet Ahmed Fahmin

Ahmed Fahmin is a driven and accomplished Ph.D. student at Monash University, with a Bachelor’s degree from Bangladesh University of Engineering and Technology and a Master’s from The University of Melbourne.

His research interests include Eco-Friendly Navigation, Applied Machine Learning, and Spatial Databases. As a former lecturer at North South University, Ahmed’s commitment to academic excellence and innovative problem-solving make him an asset to the field of Information Technology.

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Experiences

Doctor of Philosophy

Current
Faculty of Information Technology
Monash University, Australia
Awarded Monash Graduate Scholarship (MGS) (Centrally Awarded)

Research topic: Driving Towards Greener Transportation focusing on Eco-friendly Navigation, Alternative Pathfinding, Spatial database

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Lecture (on leave)

October 2020 – December 2022
Faculty of Electronics and Communication Engineering
North South University, Bangladesh

Former university lecturer responsible for teaching theory and laboratory courses and supervising student projects gained valuable insights into the challenges and opportunities facing the next generation of professionals in their field.

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Lecturer

December 2019 – October 2020
Faculty of Electronics and Communication Engineering
United International University

Former university lecturer responsible for teaching theory and laboratory courses and supervising student projects gained valuable insights into the challenges and opportunities facing the next generation of professionals in their field.

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Teaching Associate

February 2019 – June 2019
Faculty of Information Technology
University of Melbourne

Played a crucial role in helping students prepare for admission to the country’s top engineering universities while also creating question papers and syllabi for college students.

Educations

Doctor of Philosophy [2026]
Faculty of Information Technology
Monash University, Australia
Awarded Monash Graduate Scholarship (MGS) (Centrally Awarded)
Topic: Driving Towards Greener Transportation focusing on Eco-friendly Navigation, Alternative Pathfinding, Spatial database

Master of Information Technology (with Distinction) [2019]
The University of Melbourne, Australia
Inducted to Dean’s Honours List
Awarded Melbourne School of Engineering Scholarship
– Specialization in Distributed Computing
– WMA: 81.062
– Dissertation Topic: Developing incremental learning on a distributed streaming platform

Bachelor of Science in Computer Science and Engineering [2017]
Bangladesh University of Engineering and Technology
– Dean’s Award in 2nd and 4th year for excellent academic results
– Undergrad thesis was published in a journal

Publications

Journal Paper:

• Ahmed Fahmin, Yuan-Cheng Lai, Md. Shohrab Hossain and, Ying-Dar Lin, “Performance Modeling and Comparison of NFV Integrated with SDN: Under or Aside?”, Journal of Network and Computer Applications (Elsevier), 2018.
• Mohammad Nafis Ul Islam, Ahmed Fahmin, Md. Shohrab Hossain and M. Atiquzzaman, “Denial-of-Service Attacks on Wireless Sensor Network and Defense Techniques”, Journal of Wireless Personal Communication (Springer), 2021.

Conference Paper:

• Ahmed Fahmin, Shenyi Zhang, Muhammad Aamir Cheema, Adel N. Toosi, Hesham A. Rakha, “Improving Eco-Friendly Routing Considering Detailed Mobility Profiles, Driving Behavior and Vehicle Type“, Australasian Database Conference (ADC), 2022.
• M. I. Hossain Junaid, F. Hossain, U. S. Upal, A. Tameem, A. Kashim and A. Fahmin, “Bangla Food Review Sentimental Analysis using Machine Learning”, IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC), 2022.
• A. Iqbal, M. F. Ahmed, M. N. I. Suvon, S. D. Shuvho and A. Fahmin, “Towards Efficient Segmentation and Classification of White Blood Cell Cancer Using Deep Learning”, Emerging Technology in Computing, Communication and Electronics (ETCCE), 2021.
• M. B. Mohammed, L. Salsabil, M. Shahriar, S. S. Tanaaz and A. Fahmin, “Identification of Autism Spectrum Disorder through Feature Selection-based Machine Learning“, 24th International Conference on Computer and Information Technology (ICCIT), 2021.
• M. B. Mohammed, A. S. M. Abir, L. Salsabil, M. Shahriar and A. Fahmin, “Depression Analysis from Social Media Data in Bangla Language: An Ensemble Approach”, Emerging Technology in Computing, Communication and Electronics (ETCCE), 2021.
• Shafayat Bin Shabbir Mugdha, Sayeda Muntaha Ferdous and Ahmed Fahmin, “Evaluating Machine Learning Algorithms For Bengali Fake News Detection”, 23rd International Conference on Computer and Information Technology (ICCIT), 2020.
• Marian Binte Mohammed, Lubaba Salsabil, Sabrina Sultana Tanaaz, Mahir Shahriar and Ahmed Fahmin, “An Extensive Analysis of the Effect of Social Distancing in Transmission of COVID-19 in Bangladesh by the Aid of a Modified SEIRD Model”, 2nd International Conference on Advanced
  Information and Communication Technology (ICAICT), 2020.
• Ahmed Fahmin, Yuan-Cheng Lai, Md. Shohrab Hossain, Ying-Dar Lin, and Dipon Saha, “Performance Modeling of SDN with NFV Under or Aside the Controller”, 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW), 2017.

Under Review:

• “Eco-Friendly Route Planning Algorithms: Taxonomies, Literature Review, and Future Directions”,  submitted to ACM Computing Surveys.
• “Efficient Alternative Route Planning in Road Networks”, submitted to IEEE Transactions on  Intelligent Transportation Systems.

Courses Taken

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