Christian Quilaton
Aspiring Software Engineer & AI Researcher
Hands-on experience in full-stack development, computer vision, and edge computing. Leading academic and commissioned projects from concept to deployment, building scalable systems, and contributing to AI training datasets for industry leaders. Continuously learning and expanding technical skills while applying them to real-world solutions that create business value.
About
Aspiring Web Developer & AI Enthusiast with experience in full-stack development, building scalable web applications, and deploying AI/ML models for real-world solutions. Skilled in leading projects from concept to production, ensuring high-quality deliverables through rigorous testing and optimization.
Education
Bachelor of Science
Information Technology
Caraga State University
Expected 2026
Location
Butuan, Caraga
Philippines
Work Style
Hybrid & Remote
Flexible Collaboration
Professional Experience
Academic Project Assistant
Caraga State University
Oct 2024 – Present
Butuan (Hybrid)
- â–¸Developed full-stack applications using Laravel and Django frameworks to support academic research initiatives
- â–¸Diagnosed and resolved critical front-end and back-end issues in real-time, preventing project delays and ensuring continuous development progress
- â–¸Assisted and provided technical support to fellow students on software development best practices and collaborative coding techniques
IT Intern
Electric Cooperative
Nov 2022 – Present
Butuan (Hybrid)
- â–¸Spearheaded the digitization of physical records, implementing a new digital filing system that improved document retrieval efficiency
- â–¸Automated key document workflows, significantly reducing manual paperwork and streamlining internal processes
- â–¸Supported system administration tasks, including network maintenance and the creation of technical documentation for internal IT protocols
Data Annotator & Quality Reviewer
Remotask (Scale AI) - Freelance
July 2021 – Jan 2022
Remote
- â–¸Annotated thousands of 2D/3D images with high precision using the FALCON platform for autonomous vehicle perception models
- â–¸Promoted to Quality Reviewer; responsible for auditing colleagues' work and ensuring high annotation accuracy across projects
- â–¸Contributed directly to high-quality training datasets used by leading AI companies, including OpenAI and Meta
IT Support & Admin Assistant
Educational Institution
Mar 2019 – Mar 2020
Butuan (On-site)
- â–¸Resolved a wide range of hardware and software issues, minimizing system downtime
- â–¸Performed proactive maintenance and network configuration, enhancing overall system stability and user satisfaction
Projects
Edge Computing-Based Driver Fatigue Detection System
Architected and developed a real-time fatigue detection system using multi-feature computer vision analysis with Convolutional Neural Networks (CNNs).
Key Features
- â–¸Multi-feature analysis (eye aspect ratio, yawning, head pose) with CNNs
- â–¸Implemented quantized models on mobile devices using ML Kit for on-device AI
- â–¸Low-latency, privacy-preserving inference without cloud connectivity
Thesis Files Management System
Designed and delivered a secure, multi-role document management system for handling sensitive academic work.
Key Features
- â–¸Robust role-based access control (RBAC) ensuring data integrity
- â–¸Secure document processing and storage for academic clients
- â–¸Full-stack application with comprehensive authentication
Online Crime Management System
Developed a comprehensive web platform for crime reporting and case management with administrative dashboard for law enforcement use.
Key Features
- â–¸Engineered secure user authentication and granular permissions
- â–¸Role-based access for civilians, officers, and administrators
- â–¸Comprehensive case tracking and evidence management
Technical & Professional Skills
Programming Languages
Frameworks & Libraries
AI/ML & Specializations
Tools & Platforms
IT Operations
Get In Touch
I'm actively seeking opportunities to contribute to innovative projects, collaborate with forward-thinking teams, and apply my technical expertise to solve real-world challenges. Let's connect and explore how we can create value together.
Location: Butuan, Caraga, Philippines