I'm a Full-Stack Developer and AI & Automation Developer focused on building practical software systems that combine modern application engineering, artificial intelligence, automation, data, and user-centered experiences.

My development experience comes from building systems across AI-powered applications, web and mobile platforms, backend services, database-driven applications, real-time systems, intelligent trading platforms, and automated workflows.

Idea

Architecture

Development

AI

Testing

Deploy

Iterate

AI is one of the areas I'm actively developing deeper expertise in.

LLMs · OpenAI API · Groq · Whisper · BERT/NLP · Conversational AI · Speech Processing · AI Recommendations

Workflow Automation · API Integrations · Webhooks · Event-Driven Workflows · AI-Powered Workflows · Data Automation

• 🤖 AI assistants and tutors
• 💬 Conversational AI
• 🎙️ Speech-enabled applications
• 🧠 Personalized recommendation systems
• 📚 AI-assisted learning systems
• 📊 AI-assisted analytics
• 🔄 Automated workflows
• 🔌 API-to-API integrations
• ⚡ Event-driven processes
• 🧩 AI features integrated into existing software

AI should not be added because it is trendy. It should be added when it makes a system more useful, intelligent, efficient, or personalized.

React · Next.js · React Native · Expo · TypeScript · JavaScript · Tailwind CSS · Vite

Node.js · Express.js · Python · FastAPI · REST APIs · WebSockets · Socket.IO

OpenAI · Groq · Whisper · BERT/NLP · LLMs · Conversational AI · Workflow Automation · Webhooks

PostgreSQL · MySQL · Supabase · Prisma · Docker · Vercel

Git · GitHub · GitHub Actions · CI/CD · JWT · Supabase RLS · Cloud Deployment · Application Monitoring

🚀 The Result

I'm interested in connecting with developers, engineers, researchers, and builders working on:

Artificial Intelligence · Software Engineering · Automation · Full-Stack Development · Mobile Applications · FinTech · Open Source · Research & Innovation

If you're building something interesting, I'd be happy to connect, collaborate, exchange ideas, or learn from it.

📊 GitHub Activity

💭

Build it.

🤖 Make it intelligent.

⚙️ Automate it.

🚀 Make it useful.

My goal is to progress from:

"I can build applications."

to:

"I can design, build, automate, deploy, and continuously improve intelligent software systems."

AI × Language Education × Cultural Preservation

SultiAI is a cross-platform mobile application designed to help English speakers learn Bisaya/Cebuano through interactive lessons, conversational AI, pronunciation practice, personalized learning, and gamification.

The project brings together mobile development, backend engineering, AI services, speech processing, NLP, database systems, personalization, and user-centered UI/UX.

React Native Expo Node.js Express Groq Whisper BERT PostgreSQL Supabase

• 🤖 AI-powered language tutor
• 🎙️ Voice and pronunciation practice
• 🧠 Personalized learning
• 📚 Situation-based lessons
• 🏆 XP, levels, streaks, and gamification
• 🌏 Cultural and regional language learning
• 💬 Community features
• 📊 Learning progress and analytics

AI integration · mobile architecture · backend APIs · NLP · speech processing · personalization · gamification · database design · UI/UX

Market Data → Strategy → Decision → Order → Monitoring

A full-stack algorithmic trading platform designed around the complete workflow of a trading system.

The system combines market data, strategy execution, historical backtesting, analytics, real-time communication, authentication, and AI-assisted analysis.

React Vite Tailwind CSS Node.js Express Python FastAPI MySQL WebSockets JWT

• 📊 Market data
• 🧠 Trading strategies
• 🧪 Historical backtesting
• ⚙️ Strategy builder
• 📈 Trading analytics
• 🤖 AI-assisted analysis
• 🔄 Real-time market updates
• 🔐 JWT authentication
• 📋 Paper trading

System architecture · strategy execution · financial data · backtesting · APIs · real-time systems · analytics

Pivot explores the intersection of AI, financial education, trading strategies, historical market data, and performance analysis.

AI Assistance · Trading Education · Strategy Analysis · Backtesting · Market Data · Analytics

I don't want to stop at:

"The application works."

I want to build systems that are:

Structured · Maintainable · Secure · Scalable · Testable · Observable · Intelligent

                         💡 IDEA
                           │
                           ▼
                    📋 REQUIREMENTS
                           │
                           ▼
                  🏗️ SYSTEM ARCHITECTURE
                           │
                           ▼
                     🗄️ DATA MODEL
                           │
                           ▼
                        🎨 UI / UX
                           │
                ┌──────────┴──────────┐
                ▼                     ▼
          💻 FRONTEND             ⚙️ BACKEND
          Web / Mobile            APIs / Logic
                │                     │
                └──────────┬──────────┘
                           ▼
                     🤖 AI LAYER
                           │
                           ▼
                    ⚙️ AUTOMATION
                           │
                           ▼
                    🔌 INTEGRATIONS
                           │
                           ▼
                     🧪 TESTING
                           │
                           ▼
                    🚀 DEPLOYMENT
                           │
                           ▼
                   📊 MONITORING
                           │
                           ▼
                    🔄 ITERATION

Before building features, understand what problem the system is solving.

Think about architecture, data, APIs, dependencies, and user experience before implementation.

Create maintainable frontend, backend, database, authentication, and infrastructure layers.

Use AI where it creates genuine value rather than adding AI for appearance.

Identify repetitive processes and connect systems through APIs, events, and workflows.

Test functionality, usability, performance, security, and edge cases.

Deploy the system and use monitoring, logs, feedback, and real usage to identify improvements.

Good software is never truly finished.

I'm continuously improving in:

Backend Engineering
System Design
Software Architecture
Database Engineering
API Architecture
AI Application Engineering
LLM Integration
AI Automation
Workflow Automation
Machine Learning
NLP
Cloud Infrastructure
DevOps & CI/CD
Real-Time Systems
Application Security
Testing & Quality Engineering
Scalable Software Architecture