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Building
Intelligent
Solutions.

Agentic Systems Architect & Product-Driven Engineer Crafting Intelligent Solutions. I bridge the gap between complex AI systems and intuitive user experiences.

David Brent Panonce
AI Engineer
Full Stack
/ Who I Am

Engineering with
Purpose & Precision.

I'm a Technical Leader and CTO specializing in Agentic Engineering and high-velocity MVP development. I pioneer "Intent-Based & Guided Development"—blending AI-driven generation with rigorous architectural oversight to build production-ready autonomous systems.

Currently, I serve as Co-founder & CTO at FrontierAI Works, an AI consultancy focused on deploying autonomous agent systems. I guide technical direction, ensuring AI-generated code meets production standards. My expertise centers on the 'Quickstack' (Next.js, FastAPI, Google ADK), building robust systems like 'Project nōna' (real estate AI) and 'Content Machine' (LinkedIn Copilot).

🎓

Computer Engineering

Cebu Institute of Technology – UniversityMagna Cum Laude

Core Capabilities
🤖

Agentic AI Engineering

Expert oversight of AI-generated systems using MCP (Model Context Protocol), Google ADK, and advanced multi-agent orchestration.

The 'Quickstack' Development

Rapid MVP deployment using Next.js, FastAPI, Supabase/Firebase, orchestrated on Cloud Run/Vercel for high-concurrency workloads.

🚀

Model-Native GTM Strategy

Engineering the 'ChatGPT App Store Funnel' to drive high-intent traffic from LLM marketplaces to standalone SaaS applications.

📱

Mobile & Fintech Engineering

5+ years of Flutter expertise building offline-first architectures, secure Fintech solutions, and TDD-driven mobile banking apps.

🏗️

Architectural Leadership

Designing composable AI ecosystems and scalable backend architectures. Co-lead of AI Pilipinas Cebu.

System Diagnostics

Technical Arsenal

An interactive map of my engineering capabilities. Explore the constellations of technologies I leverage.

Core
AI & Agentic Systems
Google ADK
Model Context Protocol
LangChain
RAG Pipelines
VAPI (Voice AI)
OpenAI APIs
Frontend & Quickstack
Next.js
React.js
Tailwind CSS
TypeScript
HTML5 & CSS3
Mobile Engineering
Flutter
Dart
Clean Architecture
Riverpod/BLoC
Maestro.dev
Backend & Cloud
FastAPI
Python
Supabase/Firebase
Google Cloud Run
AWS Lambda
MongoDB/Vector
DevOps & Tools
Docker
GitHub Actions
CI/CD Pipelines
Vercel
Leadership
CTO Experience
Agentic Architecture
Tech Leadership
Public Speaking
Drag to pan • Scroll/Buttons to zoom
My Path

Professional Journey

Co-founder & CTO

FrontierAI Works
July 2025 – Present

Founded an AI consultancy focused on deploying autonomous agent systems for startups.

Guided AI Development: Led technical direction ensuring AI-generated code meets production standards.

Project nōna: Architected a real estate AI agent platform with CMS integration and agentic property matching.

Google ADKMCPNext.jsFastAPI+2

Co-founder & CTO

DexcribeDexcribe logo
May 2025 - Present

Built AI-powered legal assistant for contract analysis and Philippine jurisprudence using RAG pipelines.

Scraped and chunked Supreme Court rulings (2021-2025) for vector search and clause-level retrieval.

Solved streaming limitations on AWS Lambda by integrating Uvicorn web adapter for real-time SSE.

Next.jsFastAPIMongoDBLangChain+2

Co-founder & CTO

GetYourCoachAIGetYourCoachAI logo
March 2025 - Present

Developed career mentoring AI app with voice agents using Flutter, NestJS, and VAPI.

Forked and customized VAPI Flutter library to meet internal requirements.

Designed user flows for goal setting and agent-guided mentorship.

FlutterNestJSVAPIOpenAI+2

Co-founder & CTO

Datos PilipinasDatos Pilipinas logo
March 2022 - Present

Co-founded civic-tech organization leveraging data and technology for voter empowerment.

Built VeriPol, a national election voter education app using Flutter and Firebase.

Pioneered SenatorMatch, a RAG-powered senatorial candidate matcher using MongoDB embeddings.

FlutterFirebaseMongoDBAWS Lambda+1

Web Developer

Simply SourceSimply Source logo
June 2024 - March 2025

Refactored monolithic React+Ruby SSR app into modern decoupled Next.js frontend.

Led UI revamps and shipped new business features for DDS clinic management dashboard.

Improved collaboration across frontend/backend by modularizing components and data flow.

Next.jsReact.jsTypeScriptRuby on Rails+1

Software Flutter Engineer

NXTBK, INC.NXTBK, INC. logo
October 2023 - March 2025

Developed secure, high-performance mobile banking apps for RCBC Boz, Vigan Bank, and OnePuhunan.

Championed Test Driven Development (TDD) and integrated CI/CD pipelines.

Led internal R&D sessions on Flutter DevTools and test automation via Maestro.dev.

FlutterDartFirebaseMaestro.dev+1

Flutter Application Developer

Håndværker.dk PHHåndværker.dk PH logo
January 2023 - October 2023

Maintained and improved production apps serving homeowners and craftsmen in Denmark.

Migrated legacy iOS app to Flutter, enabling cross-platform capability and expanding market reach.

Handled bug fixes directly in production environments.

FlutterDartFirebase

FullStack Developer Intern

Sun* PhilippinesSun* Philippines logo
July 2022 - August 2022

Developed a comprehensive Human Resource Information System (HRIS) application from the ground up.

Led a team of interns throughout the development process.

Studied and applied React and Python Django frameworks.

React.jsPythonDjangoJavaScript+1

Co-founder & Lead Frontend Engineer

Arde TechArde Tech logo
May 2021 - June 2022

Launched multiple early-stage civic and enterprise startup tools using Flutter.

Built TheoLearn (theoretical driving prep app) and Purchaseer (digital procurement system).

Led frontend development of Tracy, an offline contact tracing tool deployed using QR tech.

FlutterDartFirebase

Detailed Resume

Download a comprehensive PDF version of my professional experience and technical skillset.

Download PDF
Selected Works

Innovation in
Action

Browse Github
AI & PropTechActive

nōna

Philippines' first AI-powered real estate concierge and home GPT.

Next.js 15
TypeScript
Google Gemini 2.0
Google ADK
+4
AI ProjectActive

ContentMachine

Intelligent agentic system that automates the entire content lifecycle—from ideation to distribution.

Multi-agent Systems
GPT-4
Claude
Vector Embeddings
+2
Dexcribe
AI ProjectPaused

Dexcribe

AI-powered legal assistant for contract analysis and Philippine jurisprudence using RAG pipelines.

Next.js
FastAPI
MongoDB
LangChain
+7
AI ProjectPaused

GetYourCoachAI

AI voice mentor mobile application helping professionals transition into tech careers.

Flutter
Dart
Riverpod
Flutter Hooks
+8
Senator Match
Civic TechCompleted

Senator Match

Web application for 2025 Senatorial Elections helping voters make informed decisions.

Next.js
FastAPI
OpenAI
LangChain
+6
VeriPol
Civic TechActive

VeriPol

Voter education app empowering voters with data and technology.

Flutter
Dart
Firebase
Next.js
+3