>_ 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
Analyzed post-event survey responses from 600+ attendees across the 4-day Tahak+Tech 2023 event and produced data-driven recommendations for future events. Contributed to conceptualizing and organizing the flagship annual event, coordinating across multiple committees to align content delivery and evaluation metrics.
experienceNov 2023 – Oct 2024
AWS Cloud Club – PUP Manila
Junior Frontend Developer — Department of Software and Web Development
Participated in technical workshops on frontend and backend web development, applying concepts through collaborative hands-on projects using HTML, CSS, and JavaScript.
experienceJuly 2025 – Aug 2025
Department of Science and Technology
Software Developer Intern — Planning and Evaluation Service, IT Division
Solo-implemented a full-stack internal audit management system from UI specifications, including role-based access controls and account management for multiple user types. Designed a MySQL schema from functional requirements and integrated it with a React/TypeScript frontend and Laravel REST API backend. Delivered the complete system independently from database design through final delivery.
experience
>_ 03.
// TECHNOLOGIES
STACK
daily drivers
comfortable but not constant
not the stack, but still the job