Md. Rafiul Islam

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• B.Sc. (Engg.) in CSE, Jatiya Kabi Kazi Nazrul Islam University, 2021 (Result Published: 13th May 2023, Due to COVID)
• H.S.C. (Higher Secondary Certificate), Group: Science, Kurigram Government College, 2017
• S.S.C. (Secondary School Certificate), Group: Science, Mogol Basha B.L. High School, Kurigram, 2015

Undergraduate Courses:

• CSE 1103: Structured Programming Language
• CSE 1104: Structured Programming Language Lab
• CSE 1201: Data Structures
• CSE 1202: Data Structures Lab
• CSE 2101: Object Oriented Programming
• CSE 2102: Object Oriented Programming Lab
• CSE 2203: Algorithms
• CSE 2204: Algorithms Lab
• CSE 4103: Computer Graphics
• CSE 4104: Computer Graphics Lab
• CSE 4419: Machine Learning

Experience:

• Lecturer in CSE, 22nd May 2023 – Present, Department of Computer Science & Engineering, Z. H. Sikder University of Science & Technology    

Need to Update

• Machine Learning
• Deep Learning
• Pattern Recognition
• Computer Vision
• Natural Language Processing
• Speech Recognition

Experience

Need Update.

Publication

1. Md. Rafiul Islam, Tushar Kanti Saha, “Efficient Techniques for Moving Object Detection Using Deep Learning”, Conference on Machine Learning, ICTBJ – 2023 Proceedings, June 2023
2. H.M. Kamal, Md. Golam Rabiul Alam, Tasnim Sakib Apon, Tushar Kanti Saha, Md. Rafiul Islam, Mohammad Mehedi Hassan and Md Rafiul Hassan, (In Review) “Time Series Anomaly Detection in Cyber-Physical Systems using Generative Adversarial Network and Homogeneous Data Clustering”,

Academic Scholarship:

University Merit-Based Scholarships (2018, 2019) and General Scholarship (2020) (Final Year Academic Scholarship Result isn’t released yet)

Divisional Champion in Competetive Programming 

(Mymensingh Region of Bangladesh):

1. 1. International Collegiate Programming Contest (ICPC), 2019, Asia Dhaka Regional, (Southeast University), Role: Contestant, Awarded by Zunaid Ahmed Palak, State Minister, ICT Division, Bangladesh
   2. National Collegiate Programming Contest (NCPC), 2020 (Military Institute of Science and Technology (MIST)), Role: Team Leader and Contestant
   3. International Collegiate Programming Contest (ICPC), 2022, Asia Dhaka Regional, (Green University), Role: Team Leader and Contestant

Moving Object Detection from Surveillance Cameras Using Machine Learning

• Advisor: Professor Dr. Tushar Kanti Saha
• It’s my undergraduate final year research-based project, which is the system for recognizing and identifying individuals using their tiny faces, walking gesture recognition, and whole physical condition which are retrieved from security cameras.
• Technology Used: Deep Learning, CNN, RNN, LSTM, Python, Tensorflow etc.

Conjunctive Query Over the Computation of Encrypted Data Using Homo-morphic Encryption

• Advisor: Professor Dr. Tushar Kanti Saha
• It’s my undergraduate 3rd-year research-based project, which is for retrieving data with secure computation from databases for the Conjunctiontive query based on PriBET Protocol. The main objective of Homomorphic Encryption is Computation Over Encrypted Data. This project is for a particular task, that involves cloud-based computation. I studied research papers to help me implement the project.
• Technology Used: C++, Microsoft SEAL library.

Motor Car Racing

• Advisor: Dr. Md. Selim Al Mamun
• It’s an academic 2nd Year PC-based 2D game project, which is made using the JAVA programming language at the time of my academic 2^nd year.
• Technology Used: Java Programming Language.

JKKNIU Undergraduate Online Admission System, GST – 2021

• Advisor (University Undergraduate Admission Technical Committee): Professor Dr. Mst Jannatul Ferdous, Professor Dr. Tushar Kanti Saha, Md. Selim Al Mamun
• This project helps students interested in getting admission to Jatiya Kabi Kazi Nazrul Islam University. About 29,000 students used the system, which let them finish the whole application process, including paying online, 10 Million Tk. (Bdt) is paid by the applicants. After the application deadline, they could also view their merit position based on their admission exam and the allowable students are admitted to our university through our System. The entire system was automated.
• Technology Used: HTML, CSS, Bootstrap, JavaScript, PHP, SQL etc.

HSC Result Calculation Software for ‘Government Nazrul College, Trishal, Mymensingh.’

• This project is for business purposes that helps “Government Nazrul College, Trishal, Mymensingh” to produce results for HSC-level (Higher Secondary School) students with science, humanities, and business administration backgrounds. The main features of the project are inputting students’ information and their mark, providing SMS, publishing results, and downloading transcripts.
• Technology Used: HTML, CSS, Bootstrap, JavaScript, PHP, SQL etc.

Voice-Based Light-Fan Control for a Smart Home [Self Interest]

Voice Control-based Personal Assistant [Self Interest]

Sanglap – A Chatting Application

I have finished a lot of courses outside of my academic studies. But received a smaller number of certificates only as I was focused on skill only. Some of them are listed below:

• Research Course: Basic to Advance
• Machine Learning Specialization (3 courses – 100% marks) and one Machine Learning Course from Study Mart.
• Deep Learning Specialization (4 courses), and one Deep Learning Course from Study Mart.
• Web Applications for Everybody Specialization (4 Courses)
• Python for Everybody Specialization (5 courses)
• Django for Everybody Specialization (2 courses)
• Competitive Programming – Advance

• A Workshop on Robotics, 2018, Organized by Dept. of CSE, Jatiya Kabi Kazi Nazrul Islam University, Presented by Bangladesh Advance Robotics Research Center.
• Programming Camp, 3rd October 2020 – 17 January 2021, Organized By BAPS (Bangladesh Association of Problem Setters) and BACS (Bangladesh Advance Computing Society).
• Bootcamp on FAANG (Facebook, Amazon, Apple, Netflix and Google) interview, (2 Months) 2021.

• Programming Language: C, C++, Java, Python, PHP.
• Artificial Intelligence: Machine Learning, Deep Learning, ANN, CNN, RNN, Computer Vision, Natural Language Processing.
• Web Technology: HTML, CSS, Bootstrap, PHP, SQL, Python, Django.
• Version Control: Git & Github
• Framework: Django, Tensorflow, Keras, PyTorch
• Libraries: pandas, NumPy, Matplotlib, OpenCV
• Operating Systems: Windows, Linux

Algorithmic Problem Solving

• Solved more than 800 problems from some online judges including Codeforces, Leetcode, UVA Online Judge, Lightoj etc.

Olympiad Experience

• Science Olympiad, Rangpur, Bangladesh.
• ICT Olympiad (22th Position), Bangladesh

Competition Experience

• Competitive Programming: ICPC (International Collegiate Programming Contest), NCPC (National Collegiate Programming Contest), IUPC (Inter-University Programming Contest), Facebook Hackercup, Google CodeJam.
• Cyber Security Competition: BGD e-GOV CIRT Cyber Drill 2020, CTF Contest.