01
Digital Squad
AI Engineer & Solutions Architect
Remote · Melbourne, Australia
Aug 2025 – Present
Profile
About
Engineering background, experience, skills & tools, and current focus.
2022—Present
Profile
Full-Stack AI Engineer & Solutions Architect
Cebu City, Philippines
As a Full Stack Software & AI Engineer, I bring expertise in building scalable front-end and back-end solutions, along with a strong foundation in AI integration. With a proven history of developing high-quality web applications and a drive for innovation, I thrive in fast-paced environments where collaboration and problem-solving are key.
I am eager to contribute my skills to create impactful digital solutions that not only meet business needs but also deliver exceptional user experiences.
I enjoy partnering with product and business teams to ship real, user-facing features—not just prototypes.
Current focus
- AI copilots for governance & compliance
- Multi-tenant SaaS platforms with strong RBAC & auditing
- RAG systems, vector search, and evaluation pipelines
- Cloud-native deployments with CI/CD and observability
Engineering approach
- Build real products with AI at the core, not as an afterthought
- Care about clean architecture, developer experience, and observability
- Value ownership, autonomy, and shipping fast without sacrificing quality
Experience
2022—Present
08 roles
Current
- Architected and built a full-stack AI-powered SaaS platform with Next.js, delivering intelligent workflows and automated decision-making.
- Designed and deployed an AI Co-Pilot with RAG and multi-framework governance support, improving completion rates and compliance.
- Implemented semantic search with pgvector (384-dim embeddings), cutting response latency by ~40% via optimized vector indexing.
- Built real-time AI scoring engines and ML pipelines in TypeScript, providing policy evaluations and analytics with 99%+ accuracy.
- Designed a multi-tenant architecture with org-level RBAC, evidence processing, and complete audit trails.
AiiQ
Senior Full Stack AI Engineer
Remote · Las Vegas, Nevada, USA
Sep 2025 – Dec 2025
- Delivered end-to-end AI features: ingestion, retrieval, APIs, and frontend integration for enterprise platforms.
- Built multi-agent RAG services with resilient orchestration, caching, batching, and tuned vector indexes.
- Implemented LLM observability (traces, prompts, guardrails, metrics) to continuously improve models and prompts.
- Integrated OpenAI, Anthropic, Gemini, and Ollama with smart routing, fallbacks, and cost controls.
- Created reusable AI building blocks (loaders, chunkers, retrievers, rankers) to accelerate feature delivery.
AiiQ
Full Stack AI / Software Engineer
Remote · Las Vegas, Nevada, USA
Dec 2024 – Aug 2025
- Built intelligent assistant frameworks on Ollama for low-latency local LLM deployments.
- Integrated multi-model orchestration across conversational agents and internal tools.
- Developed new marketing and product sites using modern web stacks to improve performance and scalability.
- Designed and shipped a broker-centric framework leveraging Gemini & Google APIs to streamline operations.
Rocket Real Estate Solutions
Lead Full Stack Software Engineer
Remote · Sanford, North Carolina, USA
Jan 2025 – Mar 2025
- Built Go services exposing REST/WebSocket APIs for real-time balances, quotes, and settlements.
- Implemented a double-entry ledger on PostgreSQL with outbox pattern and background workers for audit-ready consistency.
- Engineered wallet infra with HD key management, UTXO selection, dynamic fees, and batch sends.
- Set up CI/CD pipelines, observability, and on-call dashboards, reducing incident triage time.
Today's Carolinian
CurrentFull Stack Developer / Web Developer
Cebu City, Philippines
Sep 2024 – Present
- Developed and maintained the score pages and champions page for the Today's Carolinian USC Days website, enhancing user experience and ensuring up-to-date content.
- Collaborated on the design and implementation of dynamic features for the score pages and champions page, optimizing performance and user engagement.
Freelancer.com
Full Stack Developer
Remote · Sydney, Australia
Aug 2024 – Dec 2024
- Specialized in crafting high-quality web solutions using HTML5, CSS, Bootstrap, Tailwind CSS, React.js, PHP, Laravel, Node.js, Express, and Next.js.
- Focused on nurturing long-term relationships with regular clients while seeking additional projects to broaden experience and stay updated with industry trends.
Freelance
Full Stack Developer
Cebu City, Philippines
Jul 2024 – Dec 2024
- Successfully completed four client projects, including a complex e-commerce website, client personal portfolios, company portfolios and services, and real estate website, receiving positive reviews from US-based clients.
- Utilized React.js for front-end development and PHP with the Laravel framework for the back-end, delivering high-quality, responsive, and user-friendly applications.
Personal Projects & Small Business Clients
Dev Journey Start
Cebu City, Philippines
Jul 2022 – Jul 2024
- Started building projects and freelancing for small business clients.
Skills & Tools
Technologies and systems I use to design, build, and ship production products.
AI & LLM Systems
OpenAI
Anthropic
Google Gemini
Grok
LangChain
Ollama
RAG
Semantic Search
Vector Embeddings
AI Agents
AI Governance
TensorFlow
PyTorch
Scikit-learn
Transformers.js
Product Engineering
TypeScript
JavaScript
Python
Go
PHP
React
Next.js
Vite
Vue.js
Tailwind CSS
Framer Motion
Three.js
GSAP
Node.js
FastAPI
Express.js
Laravel
REST APIs
GraphQL
WebSockets
Radix UI
Data & Infrastructure
PostgreSQL
MySQL
MongoDB
Supabase
Firebase
Drizzle ORM
Prisma
pgvector
Docker
Kubernetes
AWS
GCP
Azure
DigitalOcean
Vercel
GitHub Actions
CI/CD
Prometheus
Grafana
Platforms & Development Tools
Stripe
Twilio
Google APIs
Clerk
HubSpot
Git
GitHub
GitLab
Cursor
GitHub Copilot
VS Code
Figma
Playwright
Postman
n8n
Zapier
pytest
Selenium
Education
B.S. in Information Technology
University of San Carlos
2022 - 2026
High School (STEM)
University of Cebu
2020 - 2022