Sk. Tanzir Mehedi

Area of Specialization:

• Data Science
• Machine Learning
• Cyber Security

Educational Attainments:

• M.Sc. (Engg.) in ICT, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh
Year: Class of 2019 (Appeared)

• B.Sc. (Engg.) in ICT, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh
Year: Class of 2017
CGPA - 3.93 (Out of 4.00)
Position - First Place

• HSC, Science, Govt. Khan Bahadur Ahsanullah College, Satkhira, Khulna, Bangladesh
Year: Class of 2012
GPA - 5.00 (Out of 5.00)

• SSC, Science, Moutala Secondary School, Satkhira, Khulna, Bangladesh
Year: Class of 2010
GPA - 5.00 (Out of 5.00)

Industry Experience:

Data Analyst Engineer
Fujitsu Research Institute • Internship
Sep 2019 - Dec 2019 • 3 Mos
Tokyo, Japan

• Major of R and Python Programming Languages using Excel, Tableau, Google Colab, and Anaconda.
• I have worked on several projects in which soled different problems with different ML algorithms.
• Lead small teams and work closely to support data scientists.

The Fully-Funded Opportunity By Bangladesh Hi-Tech Park Authority And ICT Division, Bangladesh - Government Of The People's Republic Of Bangladesh.

I want to move forward myself to the research activities. It gives me immense pleasure, passion, and a realization as well when I go over the research area of my interest.

• Data Science
• Machine Learning
• Cyber Security
• Blockchain Technology
• Internet of Things (IoT)
• Bioinformatics

Journals:

1. Mehedi S. T., Anwar A, Rahman Z, Ahmed K, Islam R. Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach. IEEE Transactions on Industrial Informatics (IF: 10.215), 2022

DOI: https://doi.org/10.1109/TII.2022.3164770

2. Rahman Z., Yi X., Mehedi S. T., Islam R., Kelarev A. Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions. Electronics (IF: 2.397), 11(9):1416, 2022

DOI: https://doi.org/10.3390/electronics11091416

3. Mehedi S. T., Billah M., Anwar A., Rahman Z., Islam R. A Systematic Literature Review on Blockchain Enabled Federated Learning Framework for Internet of Vehicles. IEEE Access (IF: 3.367), 2022

DOI: https://doi.org/10.48550/arXiv.2203.05192

4. Mehedi S. T., Ahmed K., Bui, F. M., Rahaman M., Hossain I., Tonmoy T. M., Limon R. A., Ibrahim S. M., Moni M. A. MLBioIGE: Integration and Interplay of Machine Learning and Bioinformatics Approach to Identify the Genetic Effect of SARS-COV-2 on Idiopathic Pulmonary Fibrosis Patients, Biology Methods and Protocols, bpac013, 2022

DOI: https://doi.org/10.1093/biomethods/bpac013

5. Mehedi S. T., Anwar A., Rahman Z., Ahmed K. Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks. Sensors (IF: 3.576), 21 (14):4736, 2021.

DOI: https://doi.org/10.3390/s21144736

6. Mehedi, S.T., Shamim, A.A.M., Paul, B.K. Ahmed K. Graphene Injected D-Shape Photonic Crystal Fiber for Nonlinear Optical Applications. Silicon (IF: 2.670), 12, 2293-2300, 2020.

DOI: https://doi.org/10.1007/s12633-019-00323-1

7. Mehedi, S.T., Shamim, A.A.M., Miah, M.B.A. Blockchain-based security management of IoT infrastructure with Ethereum Transactions. Computer Science (IF: 1.590), 2, 189-195, 2019.

DOI: https://doi.org/10.1007/s42044-019-00044-z

Conferences:

1. Mehedi, S.T., Ferdows, J., Hossain, A. S. M. D., Shamim, A.A.M., Islam Rasiq, G.M.R. A Comprehensive Study of IoT Application Layer Security Management. 2020 IEEE International Conference for Innovation in Technology (INOCON), 1-7, 2020.

DOI: https://doi.org/10.1109/INOCON50539.2020.9298245

Book Chapters:

1. Al Sefat A., Islam Rasiq G.M. R., Nawjis N., Mehedi S.T. CPU Performance Prediction Using Various Regression Algorithms. In Proceedings of International Conference on Machine Intelligence and Data Science Applications. Algorithms for Intelligent Systems, Springer, Singapore, 162-171, 2021

DOI: https://doi.org/10.1007/978-981-33-4087-9_14

Research Profile:

ORCID: https://orcid.org/0000-0003-4435-7856
ResearchGate: https://www.researchgate.net/profile/Sk-Mehedi

Hey, I'm SK. Tanzir Mehedi! Graduated with a BSc. Engineering degree in Information and Communication Technology from Mawlana Bhashani Science and Technology University. After my graduation, I worked as a Data Analyst (Trainee) at Fujitsu Research Institute, Tokyo, Japan, majoring in R and Python programming. I'm also a Java and PHP developer and an open web contributor. Apart from these activities, I do research on Data Science and Blockchain Technology. Now, I am working as a Lecturer at the Department of Information Technology (IT), University of Information Technology and Sciences (UITS), Baridhara, Dhaka-1212, Bangladesh.

Achievements and Certificates:

• ICT fellowship award for M.Sc by ICT Division, Bangladesh Government, 2020
• Best Trainee Award: Selected as one of the top 5 trainees among 50 IT Engineers, BHTPA and ICT Division, Bangladesh, 2019
• Merit Scholarships: Faulty of Engineering, MBSTU, in every year from 2015 to 2018.
• Award: Project Show (Best Innovative Idea) event at Digital Innovation Fairs, 2018
• Appreciation Certificate: EEE Day Inter-University Project/Thesis Presentation, BUET, 2018
• Certificate of Achievement: Inter-University Programming Contest in the 1st MBSTU CSE Carnival, 2017
• Certificate of Achievement: AB Bank IUT 8th ICT Fest Programming Contest, 2016
• Memorandum: Letter of Congratulatory Event at the Boson Science Olympiad, 2015
• Award: Letter of Congratulatory Event at Prothom Alo-Robi Award Ceremony, 2010

Technical Skills:

• Developer: MBSTU Online Judge
• Developer: MBSTU Result Management System
• Problem Setter: Set 54 problems in MBSTU Online Judge and 65 problems in other OJ (C, C++, and Java)

Others Projects: https://github.com/tanzirmehedi

Professional Affiliation:

• IEEE-R10: GSMIEEE, The Institute of Electrical and Electronics Engineers (IEEE)
• Member Number: 94893789

Leading Skills:

• IEEE SB: Chair at IEEE MBSTU Student Branch, 2019
• IEEE SB: Vice-Chair at IEEE MBSTU Student Branch, 2018