Data-Driven Computer Science Graduate - Detail-Oriented Analyst

Derek Isabelo

Baguio City, Benguet **** • *********@*****.*** • +639********* • gitlab.com/derekisabelo07/projects Education

SAINT LOUIS UNIVERSITY Baguio City, Benguet

Bachelor of Science in Computer Science 2025

Experience

LAYAD CIRCUITS Baguio City, Benguet

Embedded Systems Developer Intern June 2024 – July 2024

● Developed firmware for an Arduino Mega IC tester supporting automatic and manual IC testing.

● Built a PC-based GUI for optional device control while maintaining standalone operation.

● Integrated measurement tools (signal generator, logic probe, voltmeter) with real-time feedback.

● Assisted in debugging, performance tuning, and documenting firmware behavior and test results. Research

Cloud-Based RoBERTa NLP for Assessing Academic Institutions’ Contributions to Sustainable Development Goals

● Trained a RoBERTa-based multi-label with a localized lexicon to identify SDGs from Philippine academic texts.

● Built a preprocessing pipeline using OCR, TF-IDF, tokenization, and data balancing.

● Deployed the model as a cloud-based web app on Google Cloud with 96.77% classification accuracy. Image Forgery Detection for Counterfeit Money Using Philippine Peso Currency

● Developed a YOLOv8 computer vision model for Philippine banknote counterfeit detection, performing image data collection, annotation, augmentation, model training, and Android application integration. Projects

WORDY Multiplayer Server Game

● Developed a CORBA-based client-server system integrating Python and Java clients for multiplayer word game, with a Java server managing sessions and storing scores in an SQL database. RetroHub

● A Python desktop game hub featuring classic games like Snake, Breakout, Pinball, Maze, and Asteroids using Pygame and Pymunk.

Event Management System

● Developed backend features using PHP, MySQL, Node.js, and EJS implementing user management, QR-based attendance tracking, and feedback collection, and contributed to database design and API testing. F1TW - One Stop Formula One Outlet

● Built a full-stack web application delivering F1 news, race schedules, driver/team profiles, standings, and circuit info, integrating dynamic content and API-driven updates. Skills

Programming Languages: Python, Java, PHP, JavaScript, C++ AI and Machine Learning: Scikit-Learn, TensorFlow, PyTorch, NumPy, Pandas, Matplotlib, YOLOv8 NLP: RoBERTa, HuggingFace Transformers, NLTK

Web Development: Node.js, EJS, HTML5, CSS3

Database: MySQL

Tools: VSCode, GitHub, GitLab, IntelliJ, Google Colab, Google Workspace, Microsoft 365, XAMPP, MySQL Workbench Languages: English, Filipino

Certifications and Extra-Curricular

Gawan San Luis Award (Saint Louis University)2025

Cyber Defence Society Conference by Trend Micro 2024

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