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davidagustin/README.md

πŸ‘‹ Hi there, I'm David Agustin

πŸš€ Full Stack Developer

I'm a passionate full-stack developer with expertise in modern web technologies, artificial intelligence, and machine learning. I love creating innovative solutions that solve real-world problems and deliver exceptional user experiences.

🎯 What I Do

  • Frontend Development: React, Next.js, Angular, Vue.js, TypeScript
  • Backend Development: Node.js, Python, Express.js, REST APIs
  • AI/ML Integration: Machine Learning, Data Analysis, AI APIs
  • Cloud & DevOps: AWS, Azure, Vercel, Docker, CI/CD

πŸ› οΈ Tech Stack

Frontend

React Next.js Angular Vue.js TypeScript Tailwind CSS

Backend & AI

Node.js Python Java Firebase PyTorch Scikit-learn

Cloud & DevOps

AWS Azure Vercel Docker Git


🎯 Featured Projects

🀟 Spell Your Name - AI-Powered Sign Language Learning

Learn to spell your name in American Sign Language with real-time AI-powered hand tracking using MediaPipe. Features personalized learning experience and comprehensive ASL alphabet reference.

Live Demo GitHub

Tech Stack: Next.js 15.4.5, React 19, TypeScript, Tailwind CSS, MediaPipe Hands

Key Features:

  • 🎯 Real-time hand tracking with AI
  • πŸ€– AI-powered gesture recognition
  • πŸ“š Personalized learning experience
  • πŸ“– Comprehensive ASL alphabet guide

πŸ“Š ML Analysis Dashboard - 20 Newsgroups Dataset

A comprehensive machine learning analysis dashboard for the 20 Newsgroups dataset, featuring advanced hyperparameter tuning, model comparison, and interactive visualizations.

Live Demo GitHub

Tech Stack: Next.js 15, React 18, TypeScript, Material-UI 5, Python, Scikit-learn, XGBoost, LightGBM

Key Features:

  • πŸ”¬ 10+ ML algorithms comparison
  • πŸ“Š Interactive visualizations
  • βš™οΈ Advanced hyperparameter tuning
  • πŸ”„ Real-time model comparison

🧠 AI Learning Hub - Comprehensive ML Education Platform

A comprehensive Next.js application for learning AI and machine learning concepts through interactive mnemonics, character-based learning, and quizzes with 30+ learning sections and hundreds of quiz questions.

Live Demo GitHub

Tech Stack: Next.js 15, TypeScript, Tailwind CSS, React Hooks

Key Features:

  • πŸŽ“ Interactive learning modules
  • ❓ Hundreds of quiz questions
  • πŸ‘€ Character-based learning
  • πŸ“š 30+ AI/ML topics covered

πŸ“š Rules of Machine Learning - Memorization App

A modern, interactive web application to help memorize Google's 43 Rules of Machine Learning Engineering with three study modes and progress tracking.

Live Demo GitHub

Tech Stack: Next.js 15, TypeScript, Tailwind CSS

Key Features:

  • πŸ“– 43 ML Engineering Rules
  • 🎯 Three study modes (Browse, Study, Flashcard)
  • Category filtering
  • πŸ“Š Progress tracking

πŸ“Š GitHub Stats

David's GitHub stats

Top Languages


πŸ† Key Strengths

  • πŸš€ Frontend Excellence: Modern React apps with Next.js, TypeScript, and responsive design
  • ⚑ Backend Development: Scalable APIs with Node.js, Python, and robust database design
  • πŸ€– AI Integration: Machine learning models, AI APIs, and intelligent automation
  • ☁️ Cloud & DevOps: AWS deployment, Docker containers, and CI/CD pipelines

πŸ“« Get In Touch

LinkedIn Email Portfolio


🎯 Currently Working On

  • πŸ”₯ Building scalable AI-powered applications
  • Exploring advanced machine learning techniques
  • πŸ’‘ Contributing to open-source projects
  • πŸ“š Learning new technologies and frameworks

Profile Views

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  1. machine-learning-project machine-learning-project Public

    TypeScript

  2. firebase-practice firebase-practice Public

    TypeScript

  3. spell-your-name spell-your-name Public

    TypeScript

  4. davidagustin.github.io davidagustin.github.io Public

    TypeScript

  5. aws-amplify-practice aws-amplify-practice Public

    HTML

  6. ui-patterns-react ui-patterns-react Public

    TypeScript