CV

Contact Information

Name Md. Rashed
Professional Title Research Assistant at BioRAIN Lab
Email rashedulislam.ice.pust@gmail.com
Location Pabna, Rajshahi, Bangladesh

Professional Summary

I received my B.Sc. (Engr.) in Information and Communication Engineering from Pabna University of Science and Technology (PUST). Throughout my academic journey, I have actively engaged in academic, co-curricular, and research activities. I have successfully completed several government-funded research and innovation projects and have published research papers in peer-reviewed international journals. My research interests include Biomedical Image Processing, Deep Learning, Machine Learning, and the Internet of Things (IoT). I am currently seeking a Research Associate/teaching position at a university where I can contribute to both education and research.

Experience

  • 2024 - present

    Remote

    Research Assistant
    BioRAIN Lab
    Website: https://biorainlab.net/author/md.-rashed/
  • 2024 - 2025

    Pabna, Bangladesh

    Assistant Researcher
    Department of ICE, Pabna University of Science and Technology (PUST)
  • 2024 - 2025

    Pabna, Bangladesh

    Research Secretary
    ICE Association, PUST
  • 2022 - 2023

    Pabna, Bangladesh

    District School Team Manager
    ICT Olympiad Bangladesh
  • 2022 - 2023

    Pabna, Bangladesh

    Chief of Course Management
    RRDW - Robotics Research and Development Wings
  • 2023 - 2024

    Pabna, Bangladesh

    Campus Ambassador
    Bangladesh Career Olympiad
  • 2024 - 2025

    Pabna, Bangladesh

    Coordinator of Volunteers
    Solver Green (IT org)
  • 2024 - 2025

    Pabna, Bangladesh

    President
    Barisal Student Welfare Association

Education

  • 2020 - 2025

    Pabna, Bangladesh

    B.Sc. (Engineering)
    Pabna University of Science and Technology (PUST)
    Information and Communication Engineering (ICE)
    • Thesis: A Fully Convolutional Network for Multi-Anatomical Structure Segmentation in Abdominal Ultrasound
  • 2017 - 2019

    Charfasson, Bhola

    Higher Secondary Certificate (HSC)
    Charfasson Govt. College
    • Group: Science
  • 2015 - 2017

    Charfasson, Bhola

    Secondary School Certificate (SSC)
    Osmangonj Secondary School
    • Group: Science

Awards

  • 2025
    Best Paper Award
    2025 6th International Conference on Communications, Information, Electronic and Energy Systems (CIEES), Ruse, Bulgaria

    Paper titled ‘Da-RDU-Net: Dual Attention and Residual Double U-Net for Colorectal Polyp Segmentation’ received the Best Paper Award at the IEEE CIEES 2025 Conference held in Ruse, Bulgaria, November 26-28, 2025.

  • 2024
    Best Idea Donor
    Pabna University of Science and Technology (PUST)

    Best Idea Donor at the Innovation Showcase organized to implement e-Governance and Innovation Plan 2023-2024 under Annual Performance Agreement 2023-2024, PUST.

  • 2025
    Fully Funded Master's Scholarship
    Kocaeli University, Turkey

    Admitted to M.S. in Computer Science at Kocaeli University, Izmit, Turkey (Fall 2025). Enrollment not commenced due to visa constraints.

  • 2023
    University Merit Scholarship
    Pabna University of Science and Technology (PUST)

    University Merit Scholarship - 2021, 2022, 2023

Publications

Skills

Programming Languages (Proficient): Python, C, C++, Java, PHP, HTML, MATLAB, Arduino
Machine Learning & Deep Learning (Advanced): Deep Learning, Machine Learning, PyTorch, YOLOv8, CNN, LSTM, U-Net, Image Segmentation, Biomedical Image Processing
Database (Intermediate): Microsoft SQL Server, SQLite, MySQL
Operating Systems (Proficient): Windows, Linux
Web Frameworks (Intermediate): Django, Bottle, Flask, WordPress (CMS)
Computer Tools (Proficient): Cisco Packet Tracer, MATLAB, Proteus Design Suite, PICkit, PyCharm, LaTeX, Microsoft Office

Languages

English : Have a good command of speaking, listening, reading, and writing. English was the medium of instruction throughout the B.Sc. (Engineering) program
Bangla : Native Language

Interests

Research: Biomedical Image Processing, Deep Learning, Machine Learning, Internet of Things (IoT), Medical Image Segmentation, Computer Vision

Certificates

  • Deep Learning with PyTorch - Image Segmentation - Coursera Project Network (2023)
  • Python for Everybody (Specialization) - University of Michigan (via Coursera) (2023)
  • Certificate of Appreciation as Reviewer - 10th International Conference on Electrical Engineering and Informatics (ICEEI2025), Kuching, Sarawak, Malaysia (2025)
  • Professional Membership Certificate - Institute of Electrical and Electronics Engineers (IEEE) (2025)

Projects

  • AI-Based Real-Time Fire & Accident Detection System

    A real-time surveillance system using YOLOv8 to detect fire incidents, road accidents, and vehicle number plates from CCTV footage. Funded by the University Grants Commission (UGC). Contributed to data preprocessing (histogram equalization and optical flow), model training, system integration, and a dual-alert notification system using Telegram and Twilio.

    • YOLOv8 Real-Time Detection
    • UGC Funded Research
    • Dual-Alert System (Telegram & Twilio)
  • IoT-Based Smart Waste Management System

    An Internet of Things (IoT)-based smart trash can monitoring system that detects current trash receptivity to develop a smart garbage cleanup solution for a cleaner environment.

    • IoT Sensor Integration
    • Smart City Application
  • Design and Implementation of the Dual-Axis Solar Tracking System

    A dual-axis solar PLC-based automatic tracking system with supervisory and control capabilities designed to maximize energy generation by following sunlight intensity on a photovoltaic panel.

    • PLC-Based Automation
    • Renewable Energy
  • Design of Smart Home Security System using Object Recognition and PIR Sensor

    A home security system with human detection capability using a PIR sensor on Arduino and a webcam on Raspberry Pi 3. Detects movement and captures images for human recognition and alerts.

    • Raspberry Pi & Arduino
    • PIR Sensor & Object Recognition
  • ICE Connect App: A Unified Information Portal for PUST ICE Department

    An Android app for the Department of ICE at PUST providing detailed profiles of all ICE students and faculty members, enabling easy access to academic information and improving communication within the department.

    • Android App Development
    • Academic Information Portal

References

  • Dr. Md. Imran Hossain

    Associate Professor, Dept. of ICE, Pabna University of Science and Technology, Pabna-6600, Bangladesh. Phone: +8801759320341, Email: imran05ice@pust.ac.bd

  • Prof. Dr. Md. Anwar Hossain

    Chairman, Dept. of ICE, Pabna University of Science and Technology, Pabna-6600, Bangladesh. Phone: +8801717330923, Email: manwar.ice@pust.ac.bd

  • Prof. Dr. Md. Sarwar Hosain

    Dept. of ICE, Pabna University of Science and Technology, Pabna-6600, Bangladesh. Phone: +8801722047833, Email: sarwar.ice@pust.ac.bd