HELLO! I'M SUNSHINE - WEB DEVELOPMENT ENTHUSIAST
based in Zamboanga City, Philippines.
About Me
A passionate and research-driven Computer Science graduate from Western Mindanao State University, with strong foundations in web development, machine learning, and software engineering.
Equipped with technical expertise in programming, database management, and project coordination, I thrive in dynamic environments that demand problem-solving and continuous learning.
Eager to leverage my communication skills and technical knowledge to excel as a web developer, while expanding my proficiency in Software Engineering and Data Science.
What I Do?
I create intuitive interfaces using Figma and Google Sites, balancing usability with visual appeal.
I architect scalable databases (MySQL) and server-side logic for web apps. For my thesis project, I integrated Gmail APIs and engineered features for email analysis, ensuring seamless data flow between front-end and back-end systems.
I develop predictive models using Python (Pandas, Scikit-Learn, PyTorch) and optimize them for real-world applications. My thesis on phishing email detection achieved 98.7% accuracy with Random Forest.
I design and build responsive websites from concept to deployment, combining front-end aesthetics with back-end functionality.
I coordinate cross-functional teams using Agile tools (Trello, monday.com). As project manager for the ZICT Events System, I handled task delegation and deadlines while designing the UI.
I translate technical concepts into accessible insights. My published work on phishing detection at ICIT 2025 demonstrates my ability to bridge academic research and practical applications.
Technologies I've been working with recently
PHP
Python
JavaScript
HTML5
CSS3
Bootstrap
Tailwind
MySQL
Scikit-Learn
PyTorch
Pandas/Numpy
Tensorflow
Google APIs
Git/Github
Figma
VS Code
Jupyter Notebook
Hostinger
monday.com
Trello
Notion
Resume
Western Mindanao State University | 2021 - 2025
Thesis: Defending the Inbox: A Prevention Application for Deterring Email-Based Attacks
Baliwasan Senior High School – Stand-Alone | 2019-2021
with Honors (Ave: 93%)
Zamboanga National High School West | 2015-2019
with Honors (Ave: 92%)
October 2021 - February 2022
Input INC members information into their software application.
Presented March 26, 2025 | Published July 2, 2025
2025 12th International Conference on Information Technology (ICIT), Amman, Jordan, 2025, pp. 381-386, doi: 10.1109/ICIT64950.2025.11049191.
Visit on IEEE
Portfolio
InboxGuard represents a comprehensive email security solution, combining full-stack web development with integrated machine learning capabilities.
Visit WebsiteSan Roque, Zamboanga City, Philippines
sunshinecasido1@gmail.com
