Gabrielle George G. Banaag
Student4th Year BSCE Student at FEU Alabang
Muntinlupa, Metro Manila · FEU Alabang
Personal Information
Short Biography
Gabrielle Banaag is a dedicated 4th-year civil engineering student, known for her strong work ethic and passion for learning, Gab is committed to acquiring new skills while building upon existing ones, to make a positive impact in the field of civil engineering. She has been part of the Association of Civil Engineering Students (ACES) since 2022 holding the position of Junior Officer for Events. She is currently on the Academic Committee as the Executive Assistant for External Affairs.
🛠️ Skills
Communication
Master (95%)
Autodesk AutoCAD
Beginner (60%)
Microsoft Excel
Advanced (80%)
🎓 Educational Qualification
Tertiary · Sep 2021 - Present
Bachelor of Civil Engineering
Structural Engineering · FEU Alabang
Secondary · Jun 2019 - Jul 2021
Lyceum of Alabang
Secondary · Jun 2015 - May 2019
San Beda College Alabang
🏆 Honors and Awards
Most Active Member Award (ACES Recognition)
Issued by FEU Alabang Association of Civil Engineering Students on June 29, 2024
1st Runner-Up
ACESPIRE: Igniting Minds, Forging Excellence, Three Days at a Time!
Issued by FEU Alabang Association of Civil Engineering Students on March 07, 2024
President's Scholar (Scholarship)
Issued by FEU Alabang on August 30, 2021
75% President's Scholar since 2021 until present
2nd Honor
With High Honors (Graduation)
Issued by Lyceum of Alabang on July 30, 2021
Graduated with high honors with a weighted grade point average of 94.69. Ranked 14th out of 321 STEM students, and 58th out of 1,445 students
👨🏻🏫 Seminars and Trainings
Participant
ExCEllence: Exploring Innovations, Addressing Challenges, and Advancing Opportunities in Civil Engineering
Awarded by Inhinyerong Sibil PH on September 15, 2024
Participant
ACES' CExcel: Empowering Engineering Excellence - Revit Workshop
Awarded by FEU Alabang Association of Civil Engineering Students on January 24, 2024
Participant
ACES' CExcel: Empowering Engineering Excellence - AutoCAD Workshop
Awarded by FEU Alabang Association of Civil Engineering Students on January 24, 2024
Participant
Modernizing Public Transportation in the Philippines: Opportunities, Challenges and Lessons Learned from the PUVMP
Awarded by UP National Center for Transportation Studies on June 30, 2023
Participant
Tara! Ride Tayo!: A Webinar on Motorcycle Safety
Awarded by UP National Center for Transportation Studies on May 30, 2023
👥 Organizations and Memberships
American Concrete Institute Philippines - Metro Manila
Member · November 11, 2024 - Present
FEU Alabang Association of Civil Engineering Students
Executive Assistant of External Affairs (Academic Committee) · August 30, 2024 - Present
FEU Tech Association of Civil Engineering Students
Member · September 16, 2021 - July 16, 2022
Research Publications
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Conference Paper · 10.1109/ACDSA67686.2026.11467753
A Review of AI Application in Circular Economy for Sustainability in the Energy Sector2026 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), (2026), pp. 1-10
Amid escalating climate challenges and the inefficiencies of linear economic models, this review examines how artificial intelligence (AI) can enable circular economy (CE) strategies to advance environmental sustainability in the energy sector. Drawing on 40 peer-reviewed studies from 2020 to 2025, the research highlights AI applications like machine learning, predictive analytics, and digital twins which optimize resource use, reduce waste, and enhance energy efficiency across industrial and energy systems. AI demonstrates significant potential in integrating renewables, extending battery life, optimizing smart grids, and transforming market operations through automated trading and blockchain-enabled transparency. However, barriers like high costs, data accessibility issues, regulatory gaps, and skills shortages hinder widespread adoption, particularly among small and medium enterprises. Emerging solutions, including federated learning for decentralized energy management and simulationbased design for material efficiency, offer promising pathways forward. The study emphasizes the need for targeted policies, open data frameworks, and interdisciplinary collaboration to address systemic challenges. By providing a comprehensive review that aims to accelerate the integration of CE principles into the energy sector through AI, while calling for further empirical research to evaluate long-term sustainability outcomes and ethical implications.