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raprealai/README.md 
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║               ✨ AI FOR EVERYDAY PINOYS ✨              ║
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👋 HEY, I'M RAP

🧠 AI Engineer & Strategist | Community Builder | Bicol-Based

Building practical AI tools for everyday Filipinos

🤖 AI/LLM | 🔧 Automation | 📚 Education | 🌍 Community | 🇵🇭 Bicol

🧠 What I Care About

I'm focused on practical AI for Filipinos—building tools and education that actually work in real contexts.

Practical AI for Filipinos
Tools and education for OFWs, educators, small businesses, government workers

Community-First Infrastructure
Discord bots, automation, content pipelines designed for sustainable growth

Operational Clarity
Code that's debuggable, maintainable, and honest about tradeoffs

Human-Centered AI
Prompt engineering, output validation, cost control, and safety as core concerns

🛠️ Technical Stack

Languages

  • Python
  • JavaScript / TypeScript
  • React
  • HTML / CSS
  • Bash / Shell
  • Markdown
  • JSON / YAML

Frameworks & Tools

  • Claude API, Anthropic SDK
  • Discord.py, Node.js
  • FastAPI
  • pydub (audio processing)
  • Google Calendar & Gmail APIs
  • Pandas (data manipulation)
  • Git, GitHub Actions

Domains

  • LLM orchestration & prompt engineering
  • Automation & bot infrastructure
  • Audio transcription (code-switching: Bicolano/Tagalog/English)
  • Content generation pipelines
  • Community platform tooling
  • Web scraping & data processing

📌 Key Projects

🤖 Discord Automation

Full server setup, role management, starter content Focus: Infrastructure & scale

📝 Bicolano Transcription

pydub + Claude API for local audio (code-switching) Focus: Practical AI for region

⚡ AI News Byte Generator

React tool for daily AI content (Taglish) Focus: Content ops at speed

📦 Claude Prompt Bundles

5+ industry-specific collections (free + paid) Focus: Practical tooling

🎓 Webinar Series: AI & Bicol

3-part program (Foundation → Bridge → Advanced) Focus: Education & scale

📊 Life OS Dashboard

Google Calendar + Gmail integration, multi-panel tracker Focus: Personal ops

🚀 Currently Building

AI for Everyday Pinoys Community

  • Discord server (500+ members targeted)
  • Taglish content at scale
  • Digital product pipeline (prompt bundles, templates, guides)
  • Webinar series reaching Bicolano professionals, students, government workers

Philosophy: Systems should be clear under pressure. No hidden magic.

📐 How I Approach Work

  • Explicit over implicit — Code and systems should be readable without deep context
  • Design for debugging — Before scaling, make sure humans can understand what's happening
  • Treat automation as first-class — Repetitive tasks deserve structured solutions, not workarounds
  • No unnecessary complexity — Taglish works better than English for my audience; use what fits

📫 Find Me

Facebook Discord Newsletter Products

"Making AI practical, not mystical—one Taglish prompt at a time." 🇵🇭

Built with ❤️ from Naga City, Bicol

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