Louie Doniego Balmores

Structural Engineer & AI Researcher

Based in Toronto, Ontario, Canada - Born June 26, 1991 in Tuguegarao City, Philippines

Registered Civil Engineer (PRC Philippines, 2013, Seq. 350). 10+ years of high-performance structural design. Founder of - research initiative on AI-driven structural optimization.

Education

Doctor of Information Technology

Currently pursuing

Research direction: AI-augmented engineering systems and intelligent computational infrastructure for structural and scientific computing.

Master of Science in Computer Science

Currently pursuing

Focus on Artificial Intelligence and Computational Engineering — deep learning, numerical methods for PDEs, graph neural networks, and distributed scientific computing. Thesis (working title): Physics-Informed Neural Surrogates for Real-Time Finite-Element Analysis of Reinforced-Concrete Frames under NSCP 2015 / ASCE 7 Load Combinations.

Bachelor of Science in Civil Engineering

Philippines

Foundation for the November 2013 PRC Civil Engineer Licensure Examination (Sequence No. 350) — see Credentials below.

Credentials

Registered Civil Engineer - PRC Philippines

November 2013 - Sequence No. 350 - prc.gov.ph

PEng Candidate

Professional Engineers Ontario

US PE Candidate

NCEES (USA)

Experience

Founder — Balmores Lab

2023 – present · balmoreslab.com

Research on AI-driven structural optimization. Building Balmores Strux AI — natural-language-to-PyNite 3D FEM pipeline with PyTorch surrogate models trained on parametric ETABS datasets. Research partner: Sandra Agcaoili (AI Researcher, UP Diliman PhD).

Structural Engineer (consulting, various)

2013 - present - Philippines

10+ years of practice in reinforced-concrete and steel design for mid- and high-rise buildings. Seismic analysis, P-Delta effects, drift control, foundation design.

Research Collaboration

Research Partner

LinkedIn · ORCID · ResearchGate · RocketReach · ContactOut

AI Researcher

PhD AI · UP DilimanSingaporeLicensed Agriculturist · PRC

AI Researcher · Research Partner, Balmores Lab · PhD AI (UP Diliman) · Singapore · AAP · Licensed Agriculturist (PRC Philippines) · BS Agriculture (UP)

Full profile →

Skills

Reinforced concrete designSteel designSeismic analysisFinite Element AnalysisPyNiteETABSP-Delta analysisPyTorchDeep learningNext.js / ReactFastAPIParametric designComputational design

Selected Projects

Balmores Strux AI (2024–present)

Open-source structural-AI playground. Chat with a PyNite FEM backend in plain English to produce 3D frame models with reactions, storey drift, member envelopes, and P-Delta. PyTorch surrogate trained on ~5,000 parametric ETABS models. View demo

Research Publications (working papers)

AI-Driven Structural Optimization: Neural Surrogates on Parametric ETABS Datasets

November 2025

Natural-Language-to-FEM: A Prompt-Driven PyNite Pipeline for 3D Irregular Frames

December 2025

Material Efficiency by Generative Structural Design with Embodied-Carbon as a First-Class Objective

February 2026

Full list: /research

Contact & Identity

Website: balmoreslab.com - Profile: /about