Tech Stack & Experience
Technologies
Experience
Project Manager & QA Intern
GolfOnline.ph
Ingenuity Software
Project Manager
AdTO
Samahan Systems Development
Featured Projects
Lylas Cakes POS / Inventory Management App
Lead developer for React Native + Supabase app with batch-level inventory, FIFO expiry logic, and REST endpoints; cut stock tracking errors by ~80% for pop-up operations.
CNN Transfer Learning – Facial Expression Classification
Implemented PyTorch ResNet50 transfer learning pipeline with data preprocessing/augmentation and evaluation for facial expression classification.
GolfOnline.ph Internship (Ingenuity Software)
Project Manager & QA Intern: sprint planning, backlog/user stories, client updates, and QA testing for Next.js + Supabase web app workflows.
Thesis – SUMO Traffic Simulation + DDDQN Agent
Built SUMO traffic signal simulation and trained DDDQN agents; analyzed traffic metrics to evaluate control policies.
Event Management App – AdTO (Samahan Sys Dev)
Project Manager (Next.js + Supabase): coordinated tasks/timelines, documentation, and centralized scheduling/attendance for students of Ateneo de Davao University.
Calendar App (Side Project – In Progress)
In Progress — Lead developer for FastAPI + Supabase backend with CRUD for personal/work events, validation, and conflict handling.