Technology Builder
Building
Real-World Systems
Remote professional who builds business platforms, AI applications, and computer vision tools for real stakeholders - from engineering firm CEOs to clinical therapists.
ABOUT
Engineering Software That Works in the Real World
I build technology solutions that solve real-world operational challenges. My experience spans full-stack business systems, AI-powered healthcare applications, operational platforms, and quality assurance processes across engineering, healthcare, education, and marketing environments.
Working with executive stakeholders, healthcare professionals, and cross-functional teams, I transform complex requirements into practical solutions using Next.js, TypeScript, Python, JavaScript, Supabase, OpenCV, and modern software development practices. My focus is creating systems that improve workflows, decision-making, and user experiences.
Computer Science · Undergraduate
Cavite State University - Main Campus
Business Systems
Full-stack platforms for real organizations — project tracking, document workflows, approval routing, and operational analytics.
AI Applications
Computer vision and decision support systems with measurable clinical accuracy. Python, OpenCV, MediaPipe, and Fuzzy Logic.
Operational Platforms
Resource management and reservation systems scaled to institutional use. Real-time availability, automated notifications, multi-user support.
Selected Work
Real systems built for real organizations. Every project listed here is deployed and used by actual stakeholders.
Deployed and actively used by engineering firm leadership
Serves CEO, Vice CEO, and Senior Design Engineer
Replaced manual document and approval processes
GYG Power Systems — Business Management Platform
A full business operations platform for an engineering firm.
The Problem
GYG Power Systems, an engineering firm in Quezon City, needed a unified digital platform to manage projects, route document approvals, and generate operational analytics — replacing manual processes.
The Solution
Built a full-stack business management system from the ground up using Next.js, TypeScript, and Supabase. The platform centralizes project tracking, document management, multi-level approval workflows, and provides real-time operational analytics to leadership.
Outcomes
- Deployed and actively used by engineering firm leadership
- Serves CEO, Vice CEO, and Senior Design Engineer
- Replaced manual document and approval processes
- Provides real-time operational analytics dashboard
Stakeholders
91.2% posture compensation detection accuracy
86.4% range-of-motion assessment accuracy
Validated with 5 licensed Physical Therapists
Frozen Shoulder Rehabilitation — AI Decision Support System
Computer vision system for clinical shoulder rehabilitation assessment.
The Problem
Physical therapists lacked objective, consistent tools for assessing posture compensation and range-of-motion during frozen shoulder rehabilitation — assessments relied entirely on manual, subjective observation.
The Solution
Built a Python-based computer vision decision support system using OpenCV and MediaPipe for real-time skeletal tracking, combined with Fuzzy Logic for clinical decision output. The system automates posture compensation detection and ROM assessment with validated accuracy.
Outcomes
- 91.2% posture compensation detection accuracy
- 86.4% range-of-motion assessment accuracy
- Validated with 5 licensed Physical Therapists
- Tested with 5 healthy participants and 2 shoulder pathology patients
Stakeholders
Actively used by 40+ professors
Eliminated scheduling conflicts through real-time availability
Automated notification system reduces manual coordination
Resource Hive — Institutional Resource Management
Reservation system and resource management platform for professors.
The Problem
Faculty members at an institution had no efficient way to manage, reserve, or track shared resources — leading to scheduling conflicts and underutilization.
The Solution
Built a resource management platform with real-time availability tracking, reservation workflows, and automated notifications. Designed for institutional scale with multi-user support.
Outcomes
- Actively used by 40+ professors
- Eliminated scheduling conflicts through real-time availability
- Automated notification system reduces manual coordination
Stakeholders
Experience & Education
A track record of delivering real software for real organizations.
Supported 70+ client brands across a high-volume digital marketing agency environment. Responsible for maintaining content quality, brand compliance, and creative consistency across a diverse client portfolio spanning multiple industries.
Key Responsibilities
- Audited content for 70+ client brands for quality and brand compliance
- Reviewed creative assets across Healthcare, Medical Aesthetics, HVAC, Home Services, Luxury Design, and Professional Services industries
- Produced social media content aligned with individual brand guidelines
- Collaborated cross-functionally to maintain quality standards at scale
- Applied attention to detail and systematic review processes in a fast-paced, high-volume environment
Key Achievements
Technologies Used
Education
- Built AI/Computer Vision systems applied to clinical healthcare rehabilitation
- Developed full-stack business management platforms for engineering firms
- Applied systems analysis and software engineering principles to real operational problems
Technical Capabilities
Grouped by domain — from full-stack engineering to applied AI.
Core languages across full-stack and systems development
Interfaces that are fast, accessible, and production-ready
Server-side systems, APIs, and data persistence
Applied AI for real-world clinical and operational use cases
Tools used throughout every development workflow
Professional experience in high-volume content and brand QA
Let's Build Something Together
Open to full-time roles, contract work, and freelance projects. I respond within 24 hours.
Start a Conversation
I'm currently open to Software Engineer positions, systems development contracts, and freelance project work. If you have a real problem that needs a software solution, I'd like to hear about it.
Location
Philippines (Asia/Manila)
Open to remote and hybrid work
Response Time
Usually within 24 hours
Monday - Friday, 9 AM - 6 PM PHT