>_ 01.
// SELECTED WORKS
PROJECTS
- 01
Thesis - Diabetic Retinopathy Stage Classifier
ReactPythonPyTorchONNXscikit-learnpandasOpen projectCNN-based retinal image classifier that helps general practitioners detect diabetic retinopathy in real time.
Built the React dashboard for image upload and classification results, integrated with a deployed ONNX inference pipeline. Contributed to adapting an attention mechanism from transformer-based breast cancer classification for compatibility with EfficientNet-B0. Co-authored system architecture and model integration documentation.
- 02
Planr - Personal Task Management Platform
ReactTypeScriptTailwind CSSNode.jsExpressMongoDBJWTOpen projectSolo-built full-stack task management platform inspired by Jira, with kanban boards, calendar views, and label-based categorization.
Designed a cohesive design system with semantic color tokens, drag-and-drop, modals, and responsive layouts. Architected the backend with ownership-verified controllers, service layer abstraction, JWT auth, and MongoDB data modeling. Managed frontend state via React Context, custom hooks, and optimistic updates.
Centralized digital thesis repository for PUP enabling streamlined discovery, categorization, and management of academic research.
Built front-end features including advanced search and filtering with Next.js and Tailwind CSS. Authored comprehensive documentation covering system architecture, data flow diagrams, ERDs, and development workflows.
- 04
Malayang Paskilan - University Event Discovery
ReactTailwind CSSASP.NET CoreSupabaseEvent discovery platform where student organizations can post and promote events across the university.
Built the frontend in React with Tailwind CSS for a responsive layout and intuitive UI. Collaborated with teammates to integrate with an ASP.NET Core backend for dynamic content and secure data handling.
>_ 02.
// EXPERIENCE & EDUCATION
TIMELINE
2022 - Present
Polytechnic University of the Philippines – Manila
Bachelor of Science in Computer Science
Nearly four years of turning theory into practice — from "Hello, World" and data structures on paper to building full-stack systems that actually run in production. Along the way: scholarships, consistent honors, and a lot of late nights figuring things out.
educationOct 2022 – Oct 2024
PUP The Programmer's Guild
Research and Assessment Member — Academic Committee
I spent two years on the Academic Committee, where one of my favorite projects was digging through post-event survey responses from over 600 attendees of Tahak+Tech 2023, our flagship 4-day event. I turned that data into actual recommendations the team could use for future events. Beyond the research side, I also helped shape the event itself — working across committees to make sure content and evaluation metrics actually lined up with what we were trying to achieve.
experienceNov 2023 – Oct 2024
AWS Cloud Club – PUP Manila
Junior Frontend Developer — Department of Software and Web Development
This was where I got my first real exposure to web development outside the classroom. Through workshops and hands-on projects with HTML, CSS, and JavaScript, I started connecting the theory I already knew to how things actually get built — working alongside other students figuring it out together.
experienceJuly 2025 – Aug 2025
Department of Science and Technology
Software Developer Intern — Planning and Evaluation Service, IT Division
I was handed a set of UI specs and told to build a full internal audit management system — solo, from scratch. That meant designing the MySQL schema myself, building the Laravel REST API, and wiring it all up to a React/TypeScript frontend, including role-based access for different types of users. Owning the entire system end-to-end, from the database up to what the user actually sees, taught me more about real-world software delivery than any single class did.
experienceMay 2026 – Present
D.W. Morgan
Backend Software Engineer Intern
At D.W. Morgan, I work within a large, legacy Ruby on Rails codebase that powers a customer-facing logistics platform used for shipment tracking. Most of my day-to-day involves resolving bugs and shipping new features — often starting from underspecified tickets, which means figuring out the right implementation approach is usually on me. Writing unit tests for everything I ship is part of the team's standard, and it's actually shaped how I think about code now — I've gotten a lot more comfortable thinking in terms of edge cases and what could break. The team runs daily standups and reviews every PR, so I'm constantly learning from how senior engineers think through problems.
experience
>_ 03.
// TECHNOLOGIES
STACK
daily drivers
comfortable but not constant
not the stack, but still the job