Archived Profile
This profile belongs to a former student of FEU Institute of Technology and is preserved for historical reference. While they are no longer active, their past contributions and achievements remain available as part of the school's academic record. Please note that this information may not reflect their current status or affiliations.
Personal Information
Short Biography
Hello! I am Naomi R. Garmay, a dedicated college student pursuing a Bachelor of Science in Information Technology with a specialization in Business Analytics. I have a passion for harnessing the power of technology to derive meaningful insights and solutions for business challenges. My academic focus reflects my keen interest in the dynamic intersection of information technology and business strategy. I am driven by the desire to become a proficient Business Analyst, leveraging my skills in IT to analyze and interpret data, helping businesses make informed decisions and optimize their operations. With a strong foundation in IT and specialized knowledge in Business Analytics, I envision myself contributing to the ever-evolving landscape of data-driven decision-making. I aim to be at the forefront of technological advancements, bridging the gap between data and strategic business goals.
🛠️ Skills
Frontend Development
Advanced (80%)
Backend Development
Advanced (80%)
Graphic Design (Canva, Adobe Photoshop, Adobe Illustrator, etc.)
Competent (70%)
Grammar and Language Proficiency
Expert (86%)
Time Management
Advanced (75%)
🎓 Educational Qualification
Tertiary · Aug 2022 - Present
Bachelor of Science in Information Technology
Business Analytics · FEU Institute of Technology - Manila
Secondary · Aug 2020 - Apr 2022
Escuela de Sophia of Caloocan, Inc.
Secondary · Jun 2016 - Mar 2020
Silver Link School of Caloocan, Inc.
Primary · Jun 2012 - Mar 2016
Silver Link School of Caloocan, Inc.
Primary · Jun 2010 - Mar 2012
Mother and Child Academy of Caybiga, Inc.
🏆 Honors and Awards
With High Honors | Grade 12
Issued by Escuela de Sophia of Caloocan, Inc. on April 29, 2022
Average of 96
With High Honors | Grade 11
Issued by Escuela de Sophia of Caloocan, Inc. on April 30, 2021
Average of 97
Salutatorian | Grade 10
Issued by Silver Link School of Caloocan, Inc. on March 27, 2020
Average of 96
📜 Licenses and Certifications
Information Technology Specialist in Databases
Issued by Certiport on November 23, 2025 - November 24, 2030
View Credential
PMI Project Management Ready
Issued by Project Management Institute on March 13, 2025
View Credential
👨🏻🏫 Seminars and Trainings
Attendee
Research Journey: Motivation to Publication
Awarded by Educational Innovation and Technology Hub on November 07, 2025
View Credential
Attendee
Executive Leadership Series: CIOs, Strengthen Your Strategic Leadership
Awarded by Gartner on May 01, 2023
Attendee
Model Training, Prediction, Formalization, and Monitoring
Awarded by Google on May 01, 2023
Attendee
Exploratory Data Analysis and Data Engineering
Awarded by Google on May 01, 2023
Attendee
Cloud OnBoard: From Data to AI with Big Query and Vertex AI
Awarded by Google on May 01, 2023
👥 Organizations and Memberships
DEVCON Philippines
Member · April 30, 2023 - Present
Supreme Student Government
President · October 18, 2019 - March 27, 2020
Supreme Student Government
Vice President · October 24, 2017 - March 30, 2018
Research Publications
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Conference Paper · 10.1109/IC4e69618.2026.11631503
Predicting e-Commerce for Sustainable Accommodations Behavior Intention Using Machine Learning Approaches: The Case of National Capital Region, Philippines2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e), (2026), pp. 994-999
Travelers are choosing eco-friendly accommodations, and the attention is drawn to sustainable tourism. Nevertheless, there is a gap between travelers' proenvironmental intentions on sustainable accommodation options using e-commerce platform, and it should be understood what influences decisions for eco-tourism. This study aims to explain ecommerce for sustainable accommodation adoption intention. The data used were from survey responses collected from travelers in the National Capital Region (NCR) of the Philippines to predict adoption intention. The performance of Support Vector Machine and Decision Tree in predicting sustainable accommodation adoption intention are found accurate and reliable. Awareness of consequences (AC), ascription of responsibility (AR), personal norms (PN) with attitude (AT), subjective norms (SN), perceived behavioral control (PBC) are key influencing factors, and all of these under the Theory of Planned Behavior (TPB). Finally, the Norm Activation Model (NAM) explains the role of trust (TR) and perceived value (PV) in the model. It shows knowledge of the intention behavior gap, and hence for the need of AI driven recommendations and policy incentives for the promotion of sustainable tourism. Overall, this study indicates the potential of e-commerce for sustainable accommodations behavior Intention using predictive models. Research and practical implications are presented.