About Experience Education Research Achievements References
Available for Opportunities

Md. Aminul
Islam Rafi

Lecturer & Machine Learning Researcher at Sylhet Agricultural University. Passionate about simplifying complex technical concepts and building the next generation of CS engineers.

3.93/4
BSc GPA
4+
Institutions
3×
Merit Scholar
Rafi Photo AI Lecturer · ML Researcher
🎓
1st Position BSc CSE — JNU

Who I Am

I'm a Computer Science graduate and Lecturer with a solid foundation in programming, data analysis, and machine learning. Currently teaching at Sylhet Agricultural University, I believe in learning by doing — every lesson I design is built around practical, real-world applications.

What drives me is the challenge of making hard ideas feel obvious. Whether it's breaking down a neural network or leading a hands-on Python workshop across multiple universities, I strive to build environments where curiosity is celebrated and confidence grows.

Outside the classroom, I love travelling, playing sports, and meeting people from all walks of life — because the best ideas come from the most unexpected conversations.

Programming Languages
C C++ Java Python
Web Technologies
HTML CSS Bootstrap PHP
Specializations
Machine Learning Data Analysis Cryptography Data Mining
Soft Skills
Communication Negotiation Management

Work Experience

Lecturer
Feb 2026 — Present
Sylhet Agricultural University (SAU)
  • Teaching Introduction to Programming Language
  • Providing practical, application-oriented lessons
Lecturer
Jul 2025 — Jan 2026
Bangladesh University of Business & Technology (BUBT)
  • Taught Discrete Mathematics, Data Mining, Neural Network and Fuzzy Logic
  • Providing practical, application-oriented lessons
  • Facilitating interactive discussions and hands-on learning
Lecturer (Contractual)
Feb 2025 — Sept 2025
Daffodil International University
  • Taught Data Mining, Machine Learning, and System Analysis & Design
  • Focused on practical applications and problem-solving
Machine Learning Trainer
Feb 2024 — Jan 2025
EDGE Bangladesh
  • Conducted Python and introductory machine learning training
  • Delivered sessions at Jagannath University, Notre Dame University, Stamford University, and Dhaka Commerce College

Education

Master's in Computer Science & Engineering
Jagannath University
2023 — Running
🎓 In Progress
Bachelor's in Computer Science & Engineering
Jagannath University
2019 — 2022
⭐ GPA 3.93 / 4.00 · 1st Position
Higher Secondary Certificate (HSC)
Hamdard Public College
2016 — 2018
📘 GPA 4.75 / 5.00
Secondary School Certificate (SSC)
Hazirhat Secondary School
2014 — 2016
🏅 GPA 5.00 / 5.00 · Perfect Score

Research & Projects

🔬 Hon's Thesis
Machine Learning Based Ensemble Technique for DDoS Attack Detection with Hybrid Feature Optimization
Developing an ensemble machine learning approach to detect Distributed Denial of Service (DDoS) attacks with a novel hybrid feature optimization strategy to improve detection accuracy and reduce false positive rates in network security systems.
🪑
Online Furniture Management System
Jan 2023 – Jun 2023
Web Application
📱
Online Furniture Management System
Jul 2023 – Dec 2023
Android Application
📋
Smart Attendance Taker
Jul 2023 – Dec 2023
Android Application

Training & Awards

  • 📄
    ATF Proposal Write-Up for 2nd Round Training
    February 2026
  • 🏛
    Capacity Building of BAETE Accreditation Process
    April 2026
  • 🎓
    BD-Pedagogical Training for Young Teachers — SAU (AOL)
    April 2026
  • 🏆
    University Merit Scholarship
    October 2023
  • 🏆
    University Merit Scholarship
    October 2024
  • 🏆
    University Merit Scholarship
    October 2025

Online Coursework

Web Design and Development
Programming Hero
100 Days of Machine Learning
CampusX
Python Core
Telusko
21st Century Employability Skilling Program (Advanced)
Wadhwani Foundation

References

Rafi Photo
Dr. Mohammed Nasir Uddin
Professor
Dept. of CSE, Jagannath University
📞 01929125856
✉ nasir@cse.jnu.ac.bd
Rafi Photo
Dr. Md. Aminul Islam
Associate Professor
Dept. of CSE, Jagannath University
📞 01712877271
✉ aminul@cse.jnu.ac.bd