Profile

About Me

I’m Gilir Gabinete, a problem-solver and data-driven digital professional passionate about leveraging technology and education to innovate within the medical field.

My journey began in nursing, where I gained hands-on clinical experience alongside foundational and ethical coursework. This path was deeply inspired by my Filipino heritage and its strong emphasis on caring for others.

As the rise of AI reshaped the future of healthcare and technology, I transitioned into data science—while maintaining a strong commitment to improving patient care and clinical systems through innovation.

Over the next five years, I envision myself:

• Working in a healthcare–tech-focused role
• Earning a Master’s degree in Health Informatics
• Optimizing my health-tech startup into a patient-centered, staff-accessible platform that competes with the user interfaces of systems like EPIC

  • HTML/CSS/JavaScript
    Web Development, Application Development, Frontend/Backend Implementation
  • Python
    Machine Learning (LSTM, RNN, KNN, Torch), Data Analytics & Visualization, Selenium Web Automation, Automated Data Scraping
  • SQL
    Database Design, PL/SQL for automated queries
  • R Markdown
    Applied Statistics, Data Analytics and Visualization
  • Geraldine Costa Psychotherapy - Information Technology Support
    2023 - Current
  • Lawrence Pallets - Information Technology Support
    2024 - Current
  • E-Huddle Demo Ran at Morristown Medical Center
    2025
  • Ramapo College of New Jersey
    2022 - Present
    B.S. Data Science & Mathematics
  • High Tech High School
    Major in Music/Audio Technology

Fieldwork and Experience


I BECAME A NURSE FOR A DAY! 🧑🏻‍⚕️🩺


In Spring 2025, my best friend Dylan Valenzuela and I had the opportunity to present a live demo of our program, E-HUDDLE, at the Gagnon Unit in Morristown Medical Center as part of a Nursing Capstone Project 🏥

E-HUDDLE is a digital solution designed to enhance the traditional in-person shift huddle by making key announcements and essential resources more accessible and easier to digest for nurses and hospital staff. With a clean, intuitive UI, the platform aims to bridge communication gaps and improve workflow efficiency at the start of each shift.

The system was also piloted in an additional unit at Morristown, where it received nearly 90% positive feedback from nurses and staff.

This experience allowed me to bridge my background in nursing and data science. Looking ahead, I aspire to integrate an automated search and recommendation engine into the platform—providing faster, smarter clinical support for fatigued medical staff during high-pressure shifts, especially during patient handoffs from the ER to physicians and Med-Surg units.

View full experience on LinkedIn

Information Technology Support


I was hired by Lawrence Pallets, a pallet manufacturing company based in North Bergen, NJ, to develop a demo website and streamline communication between online customers and the company CEO.

I leveraged my skills in HTML, CSS, and JavaScript to build a clean, user-friendly interface that improved accessibility and client engagement.

Beyond development, I tracked and resolved software error tickets within the accounting department—improving operational efficiency by training staff on workflow shortcuts and helping streamline invoice creation using third-party tools such as Quickbooks and Method CRM.

View Lawrence Pallets

Additional Information Technology Support


I was hired by Doctor Geraldine Costa, a therapist in Manhattan to provide hybrid IT support, organizing files and streamlining the systems in the accounting department in programs such as Quickbooks Desktop.
To further improve efficiency, I managed to install Team-Viewer in the office computers in order to provide remote access support when needed.

I was able to troubleshoot and resolve various software and hardware issues, including replacing hard drives and graphics card in the office computers. Maintenance of network and fax cables as well as updating drivers within the computers.

Projects & Achievements


E-Huddle for Nursing Podium Presentation! 🧑🏻‍⚕️🩺

On May 5, my project partner, Dylan Valenzuela, and I had the incredible opportunity to present our Nursing/Data Science Capstone, E-Huddle, during a podium session at Ramapo College of New Jersey’s Nursing Leadership Conference.

E-Huddle is a digital platform we developed to combat miscommunication, enhance compliance, and promote accountability among nurses and healthcare teams. It also marks the first-ever data science and nursing collaboration at Ramapo College—a step forward in bridging clinical care and technology.

Over the past few months, we delivered key improvements, including:

  • Optimized the login process using an external scanner device
  • Added a timer to track user login, logoff, and total time spent on the site
  • Implemented CSS/Java enhancements for a clean, user-friendly experience
  • Added slideshow numbering to improve slide navigation
  • Built “Delete One” and “Clear All” buttons for flexible image management
  • Introduced a menu bar for clearer site navigation
  • Designed a QR code page to improve access to online resources
  • Deployed the site to a live domain via GoDaddy
Guided by Prof. Scott Frees, Prof. Anne Marie Flatekval, Kelly Giammanco, Angie Zapata, Subsequent to the podium presentation, Dylan and I were able to acquire the "Most Innovative Project" award at the 2025 Ramapo College Nursing Graduation Ceremony for our work on E-Huddle!

View full experience on LinkedIn

SQL Implementation: Building A Hospital Database

Hospital Management Database is a relational database project designed to support the day-to-day operations of a mid-sized hospital.

The system models real-world clinical, administrative, and financial workflows, including patient registration, outpatient scheduling, inpatient admissions, staff assignment, medication orders, and integrated billing and payments.

Built using normalized database design principles, the project enforces strict business rules to maintain data integrity, prevent orphan records, and ensure accurate tracking across departments. This work demonstrates my ability to translate complex healthcare requirements into a scalable SQL database, highlighting strong proficiency in ERD design, normalization (up to 3NF), and healthcare data modeling.

Download Full Report Here

Contact Me

saintosgg@gmail.com

2019893797

Download Resume