What I do.
I build production systems from the ground up.
Full stack Laravel/PHP, Python, MySQL. I design database schemas, write backend logic, build frontend interfaces, and deploy to production servers.
I focus on systems that automate real workflows with clean architecture, proper auth, role-based access, and maintainable code.
My research background is in deep learning and hybrid neural architectures. I integrate AI into the systems I build, from predictive analytics to anomaly detection.
Engineer first. Ship working software, iterate, improve.
Production systems I specialize in.
Each system is architected for the specific domain and deployed to production.
Job Order Systems
End-to-end order lifecycle management. Customer records, file uploads, production queue, QA, delivery tracking, and automated daily sales reporting.
HRIS
Employee records, leave management, attendance integration, payroll computation. Built around Philippine labor law compliance.
HOUSES (HOA)
HOA management with dues tracking, violation records, work orders, and treasury reporting. Full ledger and member management.
Inventory & Warehousing
Real time stock levels. Low alerts. Reorder suggestions. For shops tired of counting things twice.
Custom Systems
Domain-specific systems built from requirements gathering to deployment. If it can be modeled, it can be built.
AI + Automation // current focus
Predictive analytics, smart queuing, anomaly detection, and automated reporting. Integrating ML models into production Laravel systems.
How I ship software.
Structured development from requirements to deployment.
Discovery
Requirements gathering and workflow mapping. I document the domain logic, identify edge cases, and define the data model before writing code.
Build
Iterative development, module by module. Each feature is tested against real data with regular progress check-ins.
Deploy
Server provisioning, data migration, and go-live. I handle the deployment pipeline and train end users on the system.
Support
Bug fixes, feature additions, and ongoing maintenance. Systems I build stay maintained.
What I work with daily.
Laravel
Framework
PHP
Backend
MySQL
Database
Tailwind
CSS
PyTorch
AI / ML
Git
Version Control
Research and side projects.
My academic background is in deep learning research. I apply these concepts to the production systems I build.
Transformer-RNN Hybrid Model Using Sequential Reformulations of Attention
Deep learning research combining the contextual power of Transformers with RNN sequential modeling, bridging attention mechanisms and recurrence for improved sequence understanding.
Finance Analyst Control Simulation
An educational PSE dividend investing simulator that models monthly contributions against an editable Philippine economy, plus a market data console that aggregates each ticker across financial, analyst, and forecast channels. Not financial advice.
Prototyping Now
I'm interested in building systems that improve over time through data.
Systems sent to production.
Production systems I've built and deployed. Interactive demos available for select projects.
Job Order System
Replaced paper-based job orders with a digital production workflow. Tracks assignments, deadline reminders, order history, and customer delivery status — all in one system.
HOA Payment & Dues Manager
Automated the weekly 6-hour manual reconciliation of homeowner dues. Matches payments to names, tracks delinquencies, and generates trusted reports instantly.
HR Timesheet & Payroll System
Eliminated the Friday Excel nightmare for an HR manager. Calculates leaves, corrects attendance, and runs payroll — automated, accurate, and auditable.
Inventory & Warehousing System
Real-time inventory tracking and warehouse management system. Handles stock movement, reorder alerts, supplier records, and warehouse location mapping.
Tentacit Music Website
A live music artist website for Tentacit — showcasing tracks, releases, and artist identity with a custom-built web presence.
Writing about systems,
code, and engineering.
Let's work together.
Have a project in mind or want to discuss a system? Reach out.