Louie Doniego Balmores - P.Eng (Candidate), PE (Candidate)
Structural Engineer & AI Researcher
Canonical name: Louie Doniego Balmores · also Louie Balmores · common searches: Luis, Lui, or Loui Balmores · Balmores
Over 10 years of structural engineering experience in high-performance building design, currently pursuing a Master's degree in Computer Science and a Doctor of Information Technology with a focus on AI-driven structural optimization — transforming traditional structural analysis into automated, intelligent workflows at Balmores Lab.
At a Glance — Knowledge Graph
Louie Doniego Balmores is a civil engineer based in Toronto, Ontario, Canada. Born June 26, 1991 in Tuguegarao City, Philippines. Registered Civil Engineer (Professional Regulation Commission, Philippines, November 2013, Sequence No. 350) with 10+ years of high-performance structural design. Founder of Balmores Lab — a research initiative on AI-driven structural optimization.
Professional Summary
Louie Doniego Balmores (also known as Louie Balmores, Luis Balmores, or Balmores) is a Filipino structural engineer and AI researcher based in Toronto, Ontario, Canada. He holds a Registered Civil Engineer license from the Professional Regulation Commission of the Philippines (November 2013, Sequence No. 350) and brings more than a decade of experience in reinforced-concrete and steel design for mid- and high-rise buildings.
As founder of Balmores Lab, he leads research on AI-driven structural optimization— combining PyNite finite-element analysis, ETABS parametric datasets, and deep-learning surrogate models. His public curriculum vitae and Balmores Strux AI demo are hosted at balmoreslab.com, his canonical web presence.
At a Glance
Professional Licensure
Registered Civil Engineer - Philippines
Issued by the Professional Regulation Commission (PRC) of the Republic of the Philippines - the official government body that regulates licensed engineering practice.
Ongoing Credentials
MS in Computer Science
Specialisation: Artificial Intelligence & Computational Engineering. Thesis on neural surrogate models for finite-element structural analysis (see Education).
Professional Candidacies
PEng Candidate
Professional Engineers Ontario (PEO) - Canada
US PE Candidate
NCEES (USA) - United States
Education
MS in Computer Science
Concentration in Artificial Intelligence and Computational Engineering. Coursework spans deep learning, numerical methods for PDEs, graph neural networks, and distributed scientific computing — chosen to support the thesis programme on AI-accelerated structural analysis.
- Open-source kernel: Balmores Strux AI — natural-language → PyNite FEA, validated against ETABS.
- Local-first LLM bridge: prompts never leave the user's PC (DeepSeek-R1 on loopback). See
LOCAL_AI_SETUP.mdin the repo. - Dataset generator:
etabs_brain_full.py— 1,000+ parametric ETABS archetypes for surrogate training (concrete + steel).
Doctor of Information Technology
Research direction: AI-augmented engineering systems — applying advanced deep-learning, privacy-preserving computation and intelligent infrastructure to scientific and structural computing workloads, extending the MSc thesis on physics-informed neural surrogates into a full doctoral programme.
BS in Civil Engineering
Foundation for the November 2013 PRC Civil Engineer Licensure Examination (Sequence No. 350) — see Professional Licensure above.
Research
AI-Driven Structural Engineering
Focus. Developing AI models for structural integrity, computational design, and material efficiency - pairing modern deep-learning surrogate models with classical finite element analysis (PyNite, ETABS) to compress design-cycle time without compromising code compliance.
Goal. Transitioning traditional structural analysis into automated, intelligent workflows: a design brief in plain English becomes a validated 3D frame model with reactions, drift, envelopes, and optimization hints - in seconds, not days.
Structural Optimization
Neural surrogate models trained on parametric ETABS datasets to predict member demand and preliminary sizing.
Computational Design
Natural-language-to-FEM pipelines powering Balmores Strux AI - open-source PyNite 3D analysis from a chat prompt.
Material Efficiency
Generative optimization for concrete and steel quantities, with embodied-carbon awareness as a first-class objective.
Privacy-Preserving On-Device AI
A closed loop where a local reasoning LLM interprets the brief, PyNite solves it, and the LLM reviews the result — entirely on the engineer's own machine, so no project data ever leaves the device. See the Research page.
Research Team
Balmores Lab research is a collaborative effort. Louie Doniego Balmores leads structural engineering and FEM integration; Sandra Agcaoili partners on AI methodology, model evaluation, and deep-learning pipeline design.
Sandra Agcaoili
LinkedIn · ORCID · ResearchGate · RocketReach · ContactOut (0009-0006-4000-0031)
AI Researcher
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.
Doctor of Philosophy (PhD) in Artificial Intelligence
– Present
Frequently Asked Questions
Is Lui Balmores the same as Louie Balmores?
Yes. Lui Balmores is a frequent misspelling of Louie Doniego Balmores (Louie Balmores). The correct first name is Louie; Google and this site treat Lui Balmores as the same structural engineer and AI researcher at Balmores Lab.
Is Loui Balmores Louie Doniego Balmores?
Yes. Loui Balmores is another common typo for Louie Doniego Balmores. The canonical profile for Knowledge Panel and ORCID is Louie Doniego Balmores at balmoreslab.com.
Is Luis Balmores the same as Louie Balmores?
Yes. Luis Balmores is a common alternate spelling people use when searching for Louie Doniego Balmores (Louie Balmores) — the Filipino structural engineer, AI researcher, and founder of Balmores Lab. The canonical name is Louie Doniego Balmores.
Who is Balmores the structural engineer?
Balmores refers to Louie Doniego Balmores (Louie Balmores), a Registered Civil Engineer (PRC Philippines, November 2013, Sequence No. 350) and AI researcher. He founded Balmores Lab and develops PyNite-based structural AI tools at balmoreslab.com.
Who is Louie Balmores?
Louie Doniego Balmores is a Filipino structural engineer and AI researcher. He is a Registered Civil Engineer (Professional Regulation Commission of the Philippines, November 2013, Sequence No. 350) with over 10 years of professional practice, and is the founder of Balmores Lab — a research initiative on AI-driven structural optimization.
Is Louie Balmores a licensed engineer?
Yes. Louie Balmores is a Registered Civil Engineer licensed by the Professional Regulation Commission (PRC) of the Philippines. He passed the November 2013 Civil Engineer Licensure Examination with Sequence No. 350. He is also a PEng Candidate with Professional Engineers Ontario and a US PE Candidate in the United States.
What does Louie Balmores research?
His research focuses on AI models for structural integrity, computational design, and material efficiency. At Balmores Lab he develops deep-learning surrogate models on top of PyNite finite-element analysis, converting plain-English structural briefs into validated 3D frame models with reactions, drift, and member envelopes.
What is Balmores Lab?
Balmores Lab (balmoreslab.com) is an independent research initiative founded by Louie Doniego Balmores. Its mission is to transition traditional structural engineering workflows into automated, intelligent systems - combining classical finite-element methods with neural surrogate models.
Where is Louie Balmores from?
Louie Doniego Balmores was born on June 26, 1991 in Tuguegarao City, Cagayan Valley (Region II), Philippines. He is Filipino by nationality and is currently based in Toronto, Ontario, Canada.
What is Louie Balmores's official website?
The official website is balmoreslab.com — the home of Balmores Lab. His canonical profile is at /about.
Who founded Balmores Lab?
Balmores Lab was founded by Louie Doniego Balmores, a Registered Civil Engineer (PRC Philippines) and AI researcher. The lab develops AI-driven structural optimization tools including Balmores Strux AI.
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. Official profile →
Where can I verify his civil engineer license?
His Philippine Civil Engineer license is officially registered with the Professional Regulation Commission (PRC) at prc.gov.ph. He appears in the PRC's November 2013 Civil Engineer Licensure Examination results as Sequence No. 350.
Verified Profiles
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