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esprydi/README.md

👋 Hi! I'm Endang Supriyadi

Full-Stack Software Engineer | ML Engineer | AI Native Developer

Passionate about building scalable applications and intelligent systems.

Profile Views LinkedIn GitHub


🎯 About Me

I'm a dedicated developer who loves building full-stack applications, ML models, and scalable systems. With expertise in modern web technologies, machine learning, and cloud infrastructure, I create solutions that make a real impact.

What I bring to projects:

  • ✅ End-to-end full-stack development (frontend + backend + database)
  • ✅ Machine learning model development & deployment
  • ✅ Microservices architecture & system design
  • ✅ CI/CD automation & deployment pipelines
  • ✅ Clean code practices & collaborative development
  • ✅ AI integration & intelligent systems

🛠️ Tech Stack & Skills

💻 Frontend & Web

HTML5 CSS3 JavaScript TypeScript React Vue.js

🔧 Backend & Runtime

Node.js Express.js PHP Laravel Python

🤖 AI & Machine Learning

TensorFlow Scikit-Learn Pandas NumPy Jupyter

🗄️ Databases & Data

MySQL PostgreSQL MongoDB

🚀 DevOps & Cloud

Docker Git GitHub Actions Jenkins GCP


⭐ Featured Projects

🎯 TendaTanya - UMKM Business Consulting Platform

Full-Stack Web Application | Node.js | Vue.js | ML Integration

A capstone project connecting SMEs (UMKM) with professional business consultants.

  • 📊 Predictive analytics for business opportunity assessment
  • 💬 Real-time consultation marketplace
  • 🔐 Secure payment & booking system
  • 📈 Performance metrics & analytics dashboard

🔗 View Repository | 📚 Documentation


📱 SadarNapas - Mental Wellness & Mindfulness App

Full-Stack Application | TypeScript | React/Vue | Node.js

An innovative breathing guidance and meditation tracking application.

  • 🧘 Interactive breathing exercises with real-time guidance
  • 📱 Progress tracking with meditation statistics
  • ⚡ Scalable backend with RESTful APIs
  • 🎯 User engagement optimization

🔗 View Repository


📚 Book Recommendation System

Machine Learning | Python | Collaborative Filtering | Content-Based Filtering

Advanced recommendation engine combining multiple ML approaches.

  • 🔄 Dual recommendation strategies (CF + Content-Based)
  • 📊 Comparative analysis & model performance metrics
  • 🎯 Optimized data preprocessing & feature engineering
  • 📈 Accuracy improvement through ensemble methods

🔗 View Repository | ⭐ Highlights ML expertise


🏨 Staycation Platform - E-Commerce Backend

Microservices Architecture | Node.js | MongoDB | REST API

Production-ready backend for vacation rental platform.

  • 🏪 Complete booking management system
  • 💳 Payment gateway integration (Stripe/PayPal ready)
  • 🏢 Microservices architecture for scalability
  • 📋 Comprehensive API documentation

🔗 View Repository


🤖 Customer Churn MLOps Pipeline

ML Pipeline & CI/CD | Python | GitHub Actions | MLflow

End-to-end ML workflow with automation and model tracking.

  • 🔄 Automated CI/CD pipeline for ML models
  • 📊 MLflow experiment tracking & versioning
  • 📈 Model performance monitoring
  • ☁️ Cloud-ready deployment configuration

🔗 View Repository


💰 Emas (Gold ETF) Price Prediction

Machine Learning | Python | Jupyter | Time Series Forecasting

Advanced ML project comparing multiple algorithms for financial forecasting.

  • 📊 KNN vs Random Forest vs Boosting comparison
  • 📉 Time series analysis & trend prediction
  • 🎯 Optimal model: Random Forest (Lowest MSE)
  • 🔍 Data cleaning & outlier handling with IQR

🔗 View Repository


📊 GitHub Statistics

GitHub Stats

Top Languages

GitHub Streak


🌱 Currently Learning & Building

  • 🔭 Building scalable full-stack applications with modern tech stacks
  • 🌱 Exploring advanced system design patterns and cloud architecture
  • 💡 Integrating LLMs & AI models into production applications
  • 🤝 Contributing to open-source projects & community building
  • 📚 Creating educational content & technical documentation

💼 Services & Collaboration

I'm available for:

  • 🎓 Mentoring & Consulting - Full-stack development, ML/AI guidance
  • 🚀 Project Development - Custom solutions for web, mobile, and ML projects
  • 📚 Technical Writing - Documentation, tutorials, and blog posts
  • 🤝 Code Review & Optimization - Improving code quality and performance
  • 🏢 Team Augmentation - Flexible engagement for development teams

Interested in working together?💙 Sponsor Me


💙 Support My Work

If you find my projects helpful or would like to support my open-source contributions, consider:

GitHub Sponsor Buy Me A Coffee

Your support helps me:

  • ✨ Create more open-source projects
  • 📚 Write detailed tutorials and documentation
  • 🚀 Maintain and improve existing projects
  • 🎓 Support the developer community

🔗 Let's Connect!

Connect with me for opportunities & collaboration:

LinkedIn GitHub Email


📌 My Commitment

I'm committed to:

  • 🎯 Writing clean, maintainable, and well-documented code
  • 🤝 Collaborating effectively with teams
  • 📈 Continuously learning and improving my skills
  • 🌟 Contributing meaningfully to the tech community

⭐ If you find my projects interesting, please give them a star!

"Every expert was once a beginner who refused to give up."

Pinned Loading

  1. Book-Recommendation-System Book-Recommendation-System Public

    Sistem rekomendasi buku yang dibangun menggunakan Content-Based Filtering dan Collaborative Filtering. Project ini membantu pengguna menemukan buku yang relevan berdasarkan riwayat peminjaman, kemi…

    Jupyter Notebook

  2. website-staycation website-staycation Public

    Tugas Interaksi Manusia dan Komputer

    SCSS

  3. E-Klinik E-Klinik Public

    PHP

  4. Workflow-CI-Customer-Churn Workflow-CI-Customer-Churn Public

    Proyek MLOps yang fokus pada Prediksi Customer Churn menggunakan model klasifikasi. Model dikembangkan dengan penekanan pada reproduksibilitas dan otomatisasi melalui integrasi GitHub Actions (untu…

    Python

  5. GAN-AI-Eksperiment GAN-AI-Eksperiment Public

    Jupyter Notebook

  6. notion-clone notion-clone Public

    TypeScript 1