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4 followers · 3 following
  • American International University Bangladesh
  • Dhaka
  • 09:15 (UTC -12:00)

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Achievement: Pull Shark

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Achievement: Pull Shark

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JI-Siam/README.md

Hi 👋, I'm Jafir Islam Siam

Full-Stack Developer · Computer Science Student · Bangladesh

💻 About Me

I'm a Full-Stack Developer focused on building scalable, maintainable, and user-focused web applications.

My primary development experience is across the Node.js and .NET ecosystems, with a strong interest in backend architecture, API development, modern frontend frameworks, and system design.

  • 🎓 B.Sc. in Computer Science & Engineering — American International University-Bangladesh
  • 💻 Focused on Full-Stack Web Development
  • ⚙️ Experienced with Node.js, NestJS, Next.js, React & ASP.NET Core
  • 🗄️ Comfortable working with PostgreSQL, MySQL & SQL Server
  • 🚀 Interested in scalable backend systems, clean architecture & performance
  • 🔬 Also actively involved in software research and research-driven projects

🛠️ Tech Stack

Languages

Frontend

Backend

Databases & Tools

🚀 What I Focus On

┌──────────────────────────────────────────────────────────────┐
│  ⚙️  Backend Engineering                                     │
│      REST APIs · Authentication · Clean Architecture         │
│                                                              │
│  💻  Full-Stack Development                                  │
│      Next.js · React · NestJS · ASP.NET Core                  │
│                                                              │
│  🗄️  Data & Systems                                          │
│      PostgreSQL · MySQL · SQL Server · System Design         │
│                                                              │
│  🚀  Engineering Practices                                   │
│      Scalability · Performance · Maintainability · Security   │
└──────────────────────────────────────────────────────────────┘

📌 Selected Projects

🔹 Full-Stack Web Applications

Agent / Business Management Platform A full-stack platform designed for managing users, applications, agents, scoring, approvals, dashboards, and business operations.

Stack: Next.js · React · NestJS · PostgreSQL · JWT · PusherJS

🔹 Research & Machine Learning Projects

DraXNet — Explainable Image Classification An image classification research project combining EfficientNet-B0 and CBAM with Grad-CAM-based explainability.

Stack: Python · PyTorch · EfficientNet · CBAM · Grad-CAM

🔹 Aqua-Advisor

A research project focused on water-quality analysis and intelligent recommendations.

Conference: ICCIT 2025

Stack: Machine Learning · Python · Data Analysis

🔹 LeafNet-BD

A deep learning project for Bangladeshi mango leaf variety classification, developed as a research project.

Dataset: MangoLeafVarietyBD · 2,744 images

Conference: ICECTE 2026

🔬 Research & Academic Work

Alongside software development, I work on software engineering and machine learning research.

My interests include:

  • Software Quality Assurance
  • Generative AI for Software Engineering
  • Requirement Analysis & Ambiguity Detection
  • Explainable AI
  • Computer Vision
  • Deep Learning
  • Efficient & Lightweight Models

I'm also involved in InSiamtion Research Group (IRG), a student-led research initiative focused on helping students explore research, collaborate, and develop research skills.

📊 GitHub Activity

🌐 Connect With Me

LinkedIn • GitHub • Portfolio • Email

Building scalable systems, solving real-world problems, and continuously learning. ⚡

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  1. CampusEvents CampusEvents Public

    Advance Web Group Project

    TypeScript

  2. Keen-Keeper Keen-Keeper Public

    Keen Keeper is a NextJs friendship interaction tracking app that helps you stay connected by logging calls, texts, and video chats in one simple place.

    JavaScript

  3. Whispering-Pages Whispering-Pages Public

    Beautiful, responsive React book exploring website built with Vite and TailwindCSS.

    JavaScript

  4. NeuroLearn NeuroLearn Public

    NeuroLearn is an AI and research learning platform powered by Next.js, React, Tailwind CSS, and MongoDB, delivering interactive lessons and hands-on skill-based programs.

    JavaScript

  5. MediQueuePro MediQueuePro Public

    Advanced Dotnet Final Project. Clinic queue & appointment system with real-time tokening and admin analytics — built with ASP.NET Core MVC (.NET 10), Entity Framework Core, AutoMapper, Razor views,…

    HTML

  6. KoreanGuideBD KoreanGuideBD Public

    KoreanGuideBD simplifies planning for study, work, or travel in South Korea with visa tools, checklists, and live updates. Built with Next.js, React, Tailwind CSS, Framer Motion, and Node.js.

    JavaScript