Sandra Agcaoili
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AI Researcher · Research Partner, Balmores Lab · Licensed Agriculturist (PRC Philippines)
Canonical name: Sandra Agcaoili · connected to balmoreslab.com
Sandra Agcaoili is a Filipino artificial-intelligence researcher based in Singapore and Research Partner at Balmores Lab (balmoreslab.com). She contributes to programmes that apply machine learning, analytics, and trustworthy AI to structural engineering — including neural surrogate models, physics-informed deep learning, privacy-preserving on-device inference, and reproducible evaluation frameworks that connect open-source finite-element analysis (PyNite) with production design workflows, in collaboration with Louie Doniego Balmores. She is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman (2023–present) and a member of the Analytics and Artificial Intelligence Association of the Philippines (AAP). Earlier in her career she spent eight years in animal nutrition and technical services in Singapore — as Technical Specialist (Animal Nutrition) at Zagro Singapore Pte Ltd (2014–2018), Animal Nutritionist at Alpha Multitrade (Feedconcept) (2012–2014), and Technical Services Associate at Glenwood Technologies International, Inc. (2010–2011). She holds a Bachelor of Science in Agriculture from the University of the Philippines (2005–2009) and is a Licensed Agriculturist registered with the Professional Regulation Commission (PRC) of the Philippines. Official profile: https://www.balmoreslab.com/about/sandra-agcaoili.
At a Glance — Knowledge Graph
Sandra Agcaoili is a Filipino artificial-intelligence researcher based in Singapore and Research Partner at Balmores Lab. Born October 11, 1988. She contributes machine learning and trustworthy AI to structural engineering with Louie Doniego Balmores, is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman, and is a Licensed Agriculturist registered with the Professional Regulation Commission (PRC) of the Philippines.
Profile Details
Licenses & Credentials
Licensed Agriculturist
Registered professional license to practise as an agriculturist in the Republic of the Philippines, under the Professional Regulation Commission (PRC).
Issued by Professional Regulation Commission (PRC) (PRC), Republic of the Philippines.
Core Competencies
Career Summary
Sandra Agcaoili is a Filipino artificial-intelligence researcher based in Singapore and Research Partner at Balmores Lab (balmoreslab.com). She contributes to programmes that apply machine learning, analytics, and trustworthy AI to structural engineering — including neural surrogate models, physics-informed deep learning, privacy-preserving on-device inference, and reproducible evaluation frameworks that connect open-source finite-element analysis (PyNite) with production design workflows, in collaboration with Louie Doniego Balmores. She is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman (2023–present) and a member of the Analytics and Artificial Intelligence Association of the Philippines (AAP). Earlier in her career she spent eight years in animal nutrition and technical services in Singapore — as Technical Specialist (Animal Nutrition) at Zagro Singapore Pte Ltd (2014–2018), Animal Nutritionist at Alpha Multitrade (Feedconcept) (2012–2014), and Technical Services Associate at Glenwood Technologies International, Inc. (2010–2011). She holds a Bachelor of Science in Agriculture from the University of the Philippines (2005–2009) and is a Licensed Agriculturist registered with the Professional Regulation Commission (PRC) of the Philippines.
Professional Experience
Research Partner
Singapore · Balmores Lab
Technical Specialist (Animal Nutrition)
Singapore · Zagro Singapore Pte Ltd
Animal Nutritionist
Singapore · Alpha Multitrade (Feedconcept)
Technical Services Associate
Singapore · Glenwood Technologies International, Inc.
Education
Doctor of Philosophy (PhD) — Artificial Intelligence
University of the Philippines Diliman
Bachelor of Science (BS) — Agriculture
University of the Philippines
Research at Balmores Lab
Leads co-development of neural surrogate architectures, reproducible evaluation protocols, and privacy-aware AI pipelines for Balmores Lab’s natural-language-to-FEM and structural-optimization programme, in collaboration with Louie Doniego Balmores.
Focus areas
Co-Authored Working Papers
with Louie Doniego Balmores ·
with Louie Doniego Balmores ·
with Louie Doniego Balmores ·
with Louie Doniego Balmores ·
Frequently Asked Questions
What is Sandra Agcaoili's official website?
Sandra Agcaoili's official web presence is published through Balmores Lab at https://www.balmoreslab.com. Her canonical person profile for search engines and Knowledge Panel is https://www.balmoreslab.com/about/sandra-agcaoili. Machine-readable identity: https://www.balmoreslab.com/sandra-agcaoili-schema.json.
Who is Sandra Agcaoili?
Sandra Agcaoili is a Filipino artificial-intelligence researcher based in Singapore and Research Partner at Balmores Lab (balmoreslab.com). She contributes to programmes that apply machine learning, analytics, and trustworthy AI to structural engineering — including neural surrogate models, physics-informed deep learning, privacy-preserving on-device inference, and reproducible evaluation frameworks that connect open-source finite-element analysis (PyNite) with production design workflows, in collaboration with Louie Doniego Balmores. She is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman (2023–present) and a member of the Analytics and Artificial Intelligence Association of the Philippines (AAP). Earlier in her career she spent eight years in animal nutrition and technical services in Singapore — as Technical Specialist (Animal Nutrition) at Zagro Singapore Pte Ltd (2014–2018), Animal Nutritionist at Alpha Multitrade (Feedconcept) (2012–2014), and Technical Services Associate at Glenwood Technologies International, Inc. (2010–2011). She holds a Bachelor of Science in Agriculture from the University of the Philippines (2005–2009) and is a Licensed Agriculturist registered with the Professional Regulation Commission (PRC) of the Philippines. Official profile: https://www.balmoreslab.com/about/sandra-agcaoili.
Is Sandra Agcaoili a licensed agriculturist?
Yes. Sandra Agcaoili is a Licensed Agriculturist in the Philippines, registered with the Professional Regulation Commission (PRC) at https://prc.gov.ph, with a Bachelor of Science in Agriculture from the University of the Philippines (2005–2009). Her primary professional focus today is artificial-intelligence research — she is Research Partner at Balmores Lab and a PhD candidate in Artificial Intelligence at UP Diliman. Profile: https://www.balmoreslab.com/about/sandra-agcaoili.
When was Sandra Agcaoili born?
Sandra Agcaoili was born on October 11, 1988. Her canonical profile for search engines is published at https://www.balmoreslab.com/about/sandra-agcaoili.
Where is Sandra Agcaoili located?
Sandra Agcaoili is based in Singapore. Her canonical profile for search engines is published at https://www.balmoreslab.com/about/sandra-agcaoili on https://www.balmoreslab.com.
What is Sandra Agcaoili's education?
Sandra Agcaoili holds a Bachelor of Science in Agriculture from the University of the Philippines (2005–2009) and is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman (2023–present).
Where does Sandra Agcaoili study?
Sandra Agcaoili is a doctoral candidate in Artificial Intelligence at the University of the Philippines Diliman (UP Diliman), enrolled from September 2023. She conducts collaborative research with Balmores Lab while based in Singapore.
What was Sandra Agcaoili's work before AI research?
In Singapore she worked in animal nutrition: Technical Specialist (Animal Nutrition) at Zagro Singapore Pte Ltd (2014–2018), Animal Nutritionist at Alpha Multitrade (Feedconcept) (2012–2014), and Technical Services Associate at Glenwood Technologies International, Inc. (2010–2011), before her Research Partner role at Balmores Lab.
What is Sandra Agcaoili's role at Balmores Lab?
She serves as Research Partner at Balmores Lab, leading methodology for neural surrogates, physics-informed models, privacy-preserving on-device inference, and evaluation frameworks for AI-driven structural engineering, alongside Louie Doniego Balmores.
What organizations is Sandra Agcaoili affiliated with?
She is Research Partner at Balmores Lab, a doctoral researcher at the University of the Philippines Diliman, and a member of the Analytics and Artificial Intelligence Association of the Philippines (AAP). She is also a Licensed Agriculturist under the Professional Regulation Commission (PRC) of the Philippines. Profile: https://www.balmoreslab.com/about/sandra-agcaoili.
What does Sandra Agcaoili research?
Her work spans neural surrogate models for finite-element analysis, physics-informed deep learning, privacy-preserving on-device AI for engineering workflows, and analytics for structural computing — published through the Balmores Lab programme at https://www.balmoreslab.com/research.