Hello!

I'm Sajib Bin Mamun



Machine Learning/AI Specialist

ORCID My works

Name: Sajib Bin Mamun

Job Role: Research Assistant

Experience: 1 Years 5 Months

Address: DIU, Savar, Dhaka, Bangladesh

Skills

Native Android 95%
Machine Learning 85%
Deep Learning 90%
Statistical Analysis 85%
Database 80%
Rest API 80%

About

About Me

Having experience in Python, AI-based software development, with expertise in AI/ML development, Computer Vision, and Image Processing. Skilled in Data Collection, Processing, Google Tools, and AI-powered decision-making systems. Strong knowledge of OOP languages, with experience in Python. Knowing Android development and integrating AI models with Android and web applications. Dedicated to applying AI to develop cutting-edge solutions across various platforms.

  • Profile: Machine Learning/AI Specialist
  • Domain: Bioinformatics and Agriculture.
  • Education: Bachelor of Science in Computer Science and Engineering
  • Language: Python, Java, Kotlin, C++, C, HTML, CSS, Dart
  • Android App Development: Android Design Materials, Android SDK Manager, Widgets, Layout, Views, MySql, RoomDatabase, Firebase, RestAPI, Dagger Hilt, Coroutines, MVVM Architecture Pattern, Git, GitHub.
  • ML Libraries: TensorFlow, PyTorch, keras, Scikit-learn,Pandas, Numpy, Apache Spark, Matplotlib, Seaborn, Plotly, Scipy
  • Computer Vision: Transformer Based Models, CNN Based Models, Ensemble Learning, OpenCV, YOLO, TensforFLow Object Detection API, Model Interpreter, Feature Extraction

0 +   Projects completed

LinkedIn

Resume

Resume

Over 1 year of experience in Python AI-based software development with expertise in AI/ML, Computer Vision, Image Processing, and AI-powered decision-making. Skilled in Android/web app development, integrating AI models, and delivering innovative solutions.

Experience


12/2024 - Present

Peer Reviewer

Smart Agricultural Technology

Smart Agricultural Technology, The journal publishes original papers and reviews of smart technology applications pertaining to algorithm development, sensors integration, on-farm decision systems, IoT systems, as deployed on machinery, computers or smart phones, for field and enclosed controlled environmental spaces.

  • 1 Reviewed for the publications/grants
  • Review journal papers and finding the limitation of the works. Suggest to improve the paper quality

08/2024 - Present

Peer Reviewer

Knowledge-based Systems

Knowledge-based Systems is an international and interdisciplinary journal in the field of artificial intelligence. The journal will publish original, innovative and creative research results in the field, and is designed to focus on research in knowledge-based and other artificial intelligence techniques-based systems.

  • 4 Reviewed for the publications/grants
  • Review journal papers and finding the limitation of the works. Suggest to improve the paper quality

01/2024 - 12/2024

Graduate Research Assitant

4IR Research Lab, DIU

4IR Research Lab focuses on advancing scientific research and innovation through diverse activities. It specialises in writing high-impact research papers, developing cutting-edge AI products, and building robust machine learning models to solve complex problems. Additionally, the lab emphasises intellectual property creation by engaging in patent writing, contributing to technological advancements and fostering innovation across various domains.

  • Developing AI models.
  • Scholarly writing scientific papers, patent writing, helping new comers.
  • Integrate ML models into android and web application.

11/2023 - 03/2024

Android Application Developer (Intern)

Kryzotech

Kryzotech is a dynamic tech company dedicated to innovation in software development. Creating high-performance Android applications, crafting intuitive and user-friendly UI/UX designs, and developing custom software solutions. With a focus on quality and efficiency, Kryzotech delivers cutting-edge technology solutions tailored to drive user satisfaction.

  • Making user-friendly Android Application.
  • Making Databases (Firebase, Room etc.) related application.
  • Working with Rest API.



Education


06/2024 - Enrolled

Master of Science in Computer Science and Engineering

Daffodil International University

Grade: Running.

01/2020 - 02/2024

Bachelor of Science in Computer Science and Engineering

Daffodil International University

Grade: 3.94 out of 4.00.

01/2018 - 12/2019

Higher Secondary School Certificate (Science)

Vasha Shaheed Abdul Jabber Ansar V.D.P School and College

Grade: 4.67 out of 5.00.

01/2016 - 12/2017

Secondary School Certificate (Science)

Vasha Shaheed Abdul Jabber Ansar V.D.P School and College

Grade: 5.00 out of 5.00.

Download CV

Publications

Publications


Journal

A Novel AI-Driven Model for Student Dropout Risk Analysis with Explainable AI Insights

Computers and Education: Artificial Intelligence, 2024/12/24, Pages: 100352, Publisher: Elsevier

Authors: Sumaya Mustofa, Yousuf Rayhan Emon, Sajib Bin Mamun, Shabnur Anonna Akhy, Md Taimur Ahad

  • DOI: https://doi.org/10.1016/j.caeai.2024.100352

    • Journal

    A Comprehensive Image Dataset for the Identification of Lemon Leaf Diseases and Computer Vision Applications

    Data in Brief, 2024/12/19, Pages: 111244, Publisher: Elsevier

    Authors: AKM Fazlul Kobir Siam, Prayma Bishshash, Md Asraful Sharker Nirob, Sajib Bin Mamun, Md Assaduzzaman, Sheak Rashed Haider Noori

  • DOI: https://doi.org/10.1016/j.dib.2024.111244

    • Conference

    Scratch Vision Transformer Model for Diagnosis Grape Leaf Disease

    International Conference on Trends in Computational and Cognitive Engineering, 2023/11/24, Pages: 101-118, Publisher: Springer Nature Singapore

    Authors: Sajib Bin Mamun, Md Taimur Ahad, Md Monzur Morshed, Nafiull Hossain, Yousuf Rayhan Emon

  • DOI: https://doi.org/10.1007/978-981-97-1923-5_8

    • Conference

    A Fuzzy-Based Vision Transformer Model for Tea Leaf Disease Detection

    International Conference on Trends in Computational and Cognitive Engineering, 2023/11/24, Pages: 229-242, Publisher: Springer Nature Singapore

    Authors: Faruk Ahmed, Yousuf Rayhan Emon, Md Taimur Ahad, Mehedi Hasan Munna, Sajib Bin Mamun

  • DOI: https://doi.org/10.1007/978-981-97-1923-5_18

    • arXiv

    A comprehensive study on Blood Cancer detection and classification using Convolutional Neural Network

    arXiv preprint arXiv:2409.06689, 2024/9/10

    Authors: Md Taimur Ahad, Sajib Bin Mamun, Sumaya Mustofa, Bo Song, Yan Li

  • DOI: https://doi.org/10.48550/arXiv.2409.06689

    • Pre-Print

    End User Interface Design of Mobile-Based Fish Disease Detection to Assist Fish Farmers

    Available at SSRN 4980536

    Authors: Md Taimur Ahad, Sajib Bin Mamun, Samiul Chowdhury, Bo Song, Yan Li

  • DOI: http://dx.doi.org/10.2139/ssrn.4980536


    • Projects

    Projects

    Below are the sample projects on Android, AI Based Application and others .

    Grocery Plus

    An Android online shopping app with features including product listing, purchasing functionality, Firebase for data storage, API integration for data retrieval, and user authentication support.

    Wallpaper-Hub

    Wallpaper-Hub is a Java-based Wallpaper App using Retrofit to fetch images from the Pexels API, allowing users to search and retrieve pictures based on input queries.

    Fish Doc

    FishDoc is an AI-based Android application designed to detect fish diseases. Users can capture images using the camera or select them from the gallery for analysis. The application leverages YOLOv8 models for accurate and efficient disease detection.


    QuizO

    QuizO is an online quiz application featuring Firebase for backend operations and user authentication. The app incorporates an iOS-style wheel date picker in its material design for a sleek and intuitive user experience.

    Note Taking

    Note Taking is an Android application designed for creating, editing, and managing notes. The app features a RecyclerView (RCV) displaying notes with customizable colors for easy distinction. It uses Room Database for efficient local storage and supports full CRUD (Create, Read, Update, Delete) operations.

    0 Achievements
    0 Projects
    0 Publications
    0 Mentoring Students

    More projects on Github

    I love to solve business problems & uncover hidden data stories


    GitHub

    Contact

    Contact Me

    Below are the details to reach out to me!

    Address

    Gazipur, Dhaka, Bangladesh

    Contact Number

    +880 1628778041

    Email Address

    sajib15-3435@diu.edu.bd

    sajibmamun138@gmail.com

    Download Resume

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