Engineering production LLM applications, autonomous agent workflows, and multi-tenant web systems backed by containerized DevOps pipelines (Jenkins, Docker Hub, AWS).
AI Engineer and Full-Stack Software Engineer with certified DevOps credentials, specializing in production LLM applications, multi-tenant cybersecurity consoles, and containerized cloud infrastructure.
As an AI Engineer and Full-Stack Developer, I architect production applications that bridge cutting-edge artificial intelligence with bulletproof software engineering. My expertise spans building conversational AI assistants with Gemini and Groq, designing retrieval-augmented generation (RAG) pipelines, and orchestrating autonomous agent workflows with Next.js Server Actions.
In enterprise environments, I engineered backend service layers and security matrices for WatchDesk 3.0 (a unified command console for XDR, SIEM, SOAR, and GRC operations on the GUARDIENT platform), delivered cloud deployments to AWS EC2 and S3 for USX Cyber, and developed serverless applications utilizing Hono, Lambda, and DynamoDB.
I place high emphasis on reproducible, containerized infrastructure—leveraging automated Jenkins and GitHub Actions CI/CD pipelines, Docker containerization, and multi-stage image optimization to ensure frictionless deployments from local environments to cloud production.
Comprehensive training in continuous integration with Jenkins, end-to-end Docker containerization, custom Docker images, Docker Hub registries, microservices deployment, and cloud automation.
Production LLM integration, conversational agent architectures, RAG pipelines, prompt engineering, and autonomous AI systems.
Multi-tenant SaaS architectures, service-layer patterns, transactional boundaries, database optimization, and secure auth systems.
Accessible design systems, state machines, micro-interactions, responsive layouts, and high-performance interactive interfaces.
Automated Jenkins & GitHub Actions CI/CD pipelines, Docker containerization, Docker Hub image workflows, and scalable AWS cloud infrastructure.
Mission-critical cybersecurity consoles, high-availability corporate infrastructure, and scalable serverless applications built for enterprise clients.
A full-stack ordering and point-of-sale platform built for a Filipino neighborhood bar and hangout. Features a mobile-first customer storefront, guest checkout, order tracking, a staff POS register for walk-in and online orders, cash payment processing, and an administrative dashboard for menu, category, availability, operating hours, and transaction management.
Multi-tenant cybersecurity operations platform and unified command console for the GUARDIENT platform. Built with Laravel 12, Inertia.js, and React as the single pane of glass for XDR, SIEM, SOAR, and GRC operations. Implemented service layers, form request validation, Spatie permissions, and Redis caching.
Contributed to the rebuild of the official corporate platform for USX Cyber (usxcyber.com). Implemented modern static generation with Eleventy.js and Nunjucks, deployed via automated GitHub Actions CI/CD pipelines to AWS EC2 with NGINX reverse proxying and S3 storage.
Contributed to high-volume commercial production platform serving global learners. Implemented user-facing features on the Feature Team and triaged, reproduced, and resolved critical defects on the Bug Team to ensure platform stability.
Designed and developed a modern corporate website for Matrix Medical Innovations, an Australian medical technology company serving healthcare professionals across Australia and New Zealand. The website presents the company's surgical technology portfolio, company expertise, team, patient resources, and industry updates through a polished, responsive user experience.
High-speed nightlife discovery application ranking locations across Los Angeles. Engineered a low-latency serverless architecture utilizing Hono, TypeScript, AWS Amplify, AWS Lambda, and DynamoDB for instant venue search and ranking.
Client-commissioned platform migration engineered with Laravel, Blade templates, Livewire reactive state, and Tailwind CSS. Implemented performant schema structures in MySQL and cross-device responsive UI.
Public contribution cadence and commit stream
Available for enterprise full-stack development, cloud architecture consultations, and contract engineering.
Whether you need a dedicated full-stack engineer for a high-concurrency platform, cloud migration assistance, or security console engineering, I respond promptly.