I build machine learning systems, and I care about the part where a human can actually follow what the system did and why.
Right now I'm at Eccoi as a System Architect Intern on SAICOP, their Sovereign AI Community of Practice: architectural principles, system context modelling, platform assessment, and proving a conceptual architecture end to end against Australian Government delivery, security, and procurement realities. ▶ Watch my internship pitch
Alongside that I'm finishing a Master of Computing at the ANU, where I also teach Human-Computer Interaction as a Casual Sessional Academic, and represent the postgraduate cohort as an elected ANUSA Postgraduate Representative. Before Canberra: 3+ years at Accenture building AIOps tooling and explainable AI.
Away from the screen I read defence and geopolitics analysis, alongside political history and theology. My first degree was Automobile Engineering, so I follow Formula 1 for the aerodynamics rather than the racing.
modelling 
build 
data 
ship 
Three Scopus-indexed publications across AI in materials science, electric propulsion for fixed-wing aircraft, and blockchain, cited 57 times. Listed on the portfolio and Google Scholar.
| Project | Contribution | Status |
|---|---|---|
 apache/sedona |
Read Feather files into a distributed GeoDataFrame (read_feather) |
 |
| apache/sedona |
Fix ST_Pixelize for geometries smaller than one pixel |
 |
| apache/sedona |
Draw polygons with holes correctly in the viz utilities |  |
 AThevon/TokenEater |
Track a second Claude account as its own provider |  |
| AThevon/TokenEater |
Show the amount spent when extra credits have no monthly limit |  |
 Haizea Analytics |
Satellite AI research: mapping tree canopy cover across Australia from Sentinel-2 imagery |  |
 Lord-V15/DL-RNNs-Revenge |
Standardise the training protocol across all three paradigms |  |
| Lord-V15/DL-RNNs-Revenge |
Transformer model code |  |
$ ./status --now · sovereign AI architecture by day, generative models by night.
