01
Fluid Mechanics & Numerical Methods
CFD, solver development, high-order numerical methods, and HPC.
Sydney, Australia · Physics into practice
Dr 
Engineer working across fluid mechanics, fire safety, and machine intelligence.
The hard problems never come with a template. I work from the physics up — research-grade methods applied to buildings, machines, and the tools engineers use every day.
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The throughline
Three fields, one habit of mind.
It looks like three separate fields. To me it's one habit of mind. The equations of motion in a turbulent flow, the physics of fire moving through a building, a model that learns from data — different problems, one demand.
I make the problem computable, ground it in the physics, and build something that actually works — from research solvers to performance-based fire strategies to the tools other engineers rely on.
Rigorous, computational, and built to work.
Domains I work across
Where the work lives.
02
Fire Safety Engineering
Performance-based design, fire & smoke modelling, real-world projects.
03
Machine Learning & AI
Neural networks and applied ML — pattern, prediction, intelligence.
04
Software & Tools
EngToolbox and independent builds — turning methods into tools.
Selected work
A platform, a practice, and the physics underneath.
EngToolbox
Platform
A free, vendor-neutral, multi-discipline engineering platform — calculators, data sheets, standards references, and articles across fire, CFD, and general engineering. Designed, built, and written solo, from the brand to the numerics.
Visit engtoolbox.org- 300+
- Calculators
- 3
- Disciplines
- 1
- Builder
Fire safety · 2025 — now
Hyperscale data centre campus
Performance-based fire strategy for hyperscale data centre facilities in Sydney.
- NCC performance solutions
- FDS
- Tenability assessment
Fire safety · 2025 — now
University tower façade replacement
Fire engineering for combustible façade remediation on occupied campus towers.
- Façade fire performance
- AS 5113 test evidence
- Cladding remediation
Fire safety · 2022 — 2025
Battery energy storage systems
Fire risk and consequence assessment for grid-scale battery energy storage.
- Consequence modelling
- NFPA 855
- Thermal runaway
CFD · 2020 — 2024
Parallel turbulent Lattice Boltzmann solver
A high-fidelity turbulent LBM solver, built from formulation to parallel implementation.
- LBM
- GPU parallelisation
- Adaptive refinement
Physics into practice.
Research-grade depth · Industry-grade answers
By the numbers
A decade of building.
- 3
- Degrees (BSc · MSc · PhD)
- 2018→now
- Building solvers & systems
- 4
- Domains
- 1
- Platform built
Open to interesting problems
Got a problem without a template?
That's the kind I like. Tell me what you're stuck on.