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dumiya123/README.md

👋  Hi, I'm Dumindu

A software engineer passionate about crafting scalable, production-ready applications
that solve real-world problems with clean architecture and modern web technologies.

   


👨‍💻  About Me

I'm a full-stack software engineer focused on building maintainable, scalable systems using modern web technologies and clean engineering principles.

  • 🔭  Building production-grade applications with a focus on clean architecture and developer experience
  • 🤖  Passionate about Machine Learning, Data Science, and AI applications in healthcare
  • 🌱  Deepening expertise in system design, performance optimization, and distributed systems
  • 🎯  Long-term goal: grow into a senior engineer capable of designing and leading complex software systems
  • 💬  Ask me about React, Java, Python, Kotlin, or System Architecture

🌟  Featured Projects

Deep learning model for ECG signal analysis with explainable AI for medical diagnosis

  • Tech: Python, TensorFlow, Deep Learning, Medical AI
  • Highlights: Anchor-free instance segmentation, XAI-enhanced diagnosis support

Comprehensive budget management application for intelligent financial planning

  • Tech: JavaScript, React, Full-stack Development
  • Highlights: Real-time budget tracking, financial analytics, responsive UI

Interactive puzzle game with AI-powered solving algorithms

  • Tech: Java, Game Development, Algorithm Optimization
  • Highlights: Intelligent puzzle solver, game mechanics

Enterprise-level ticketing management system demonstrating advanced software engineering

  • Tech: Java, OOP, Database Design
  • Highlights: Real-world application architecture, scalable design

🛠  Tech Stack

Languages

JavaScript Java Python Kotlin

Frontend

React HTML5 CSS3 Jetpack Compose

Backend & Frameworks

Node.js Express.js Spring Boot

Data Science & ML

TensorFlow Scikit Learn Pandas

Databases

MySQL MongoDB

Tools & Environment

Git Docker VS Code GitHub


💡  Engineering Focus

Area Focus
🖥 Frontend Component-based architecture, reusable UI systems, responsive design
🔌 Backend RESTful API design, layered service architecture, database optimization
🤖 ML/AI Deep learning, medical AI, predictive modeling, data analysis
🧹 Code Quality Clean code principles, maintainability, readability, testing
⚡ Performance Debugging, profiling, optimization techniques
📐 System Design Scalable architecture, design patterns, system thinking

🚀  Professional Growth

  • 🏢  Industry experience in real-world software development environments
  • 🤝  Team collaboration within production-grade development workflows
  • 📈  Ongoing investment in system design, ML applications, and code quality
  • 🔄  Continuous learning and staying updated with modern technologies

📊  GitHub Stats

Dumindu's github stats

Top languages

Dumindu's current streak


Activity Graph

activity graph

🤝  Let's Connect

I'm always interested in collaborating on innovative projects, discussing software architecture, and contributing to open-source initiatives. Feel free to reach out!

Always learning. Always building. Always improving.

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  1. sdgp_group_41_boolean_autocrats sdgp_group_41_boolean_autocrats Public

    SaveNest is a A budget planning app that can actively manage a user's budget.

    JavaScript 5 1

  2. web-coursework-group-project. web-coursework-group-project. Public

    This is the web page created by us for our web development coursework.

    HTML

  3. theatre-coursework-ticketing-system theatre-coursework-ticketing-system Public

    This is the program created by me for the Software development Two Coursework.

    Java

  4. online-shopping-center-application online-shopping-center-application Public

    This is a system to manage online Shopping System.

    Java 1

  5. sd-1-academic-progression-predictor sd-1-academic-progression-predictor Public

    This is the program ,i created for Software development 1 coursework

    Python

  6. atrionnet-high-grade-av-block-detection atrionnet-high-grade-av-block-detection Public

    A deep learning model for anchor-free instance segmentation of dissociated P-waves in ECG signals, enhanced with explainable AI to support diagnosis of high-grade atrioventricular block.

    Python 2